Relative assessment of constrained multiple objective optimization techniques for optimal pumping strategy design to mitigate saline water intrusion in coastal groundwater systems
Saltwater intrusion (SWI) degrades water quality in coastal groundwater systems. Over-abstraction from these aquifers accelerates SWI, necessitating practical measures to prevent it and enable sustainable extraction of groundwater resources. Simulation-optimization (S/O) methods have been widely ado...
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| Published in: | Desalination Vol. 606; p. 118773 |
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| Format: | Journal Article |
| Language: | English |
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Elsevier B.V
01.07.2025
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| ISSN: | 0011-9164 |
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| Abstract | Saltwater intrusion (SWI) degrades water quality in coastal groundwater systems. Over-abstraction from these aquifers accelerates SWI, necessitating practical measures to prevent it and enable sustainable extraction of groundwater resources. Simulation-optimization (S/O) methods have been widely adopted for developing optimized groundwater extraction strategies, with optimization algorithms playing a critical role. This study compared several constrained multi-objective optimization algorithms (CMOOAs) for designing pumping schemes to mitigate SWI in coastal aquifers. The evaluated algorithms included the Controlled Elitist Multi-Objective Genetic Algorithm (CEMOGA), Multi-Objective Feasibility Enhanced Particle Swarm Optimization (MOFEPSO), Multi-Objective Lichtenberg Algorithm (MOLA), and Multi-Objective Pareto Search (MOPS). A bi-objective SWI management model was developed using an S/O approach, with the FEMWATER code replaced by a surrogate model based on Multivariate Adaptive Regression Spline (MARS) to improve computational efficiency. The MARS model effectively captured aquifer processes, demonstrating strong correlation metrics (R = 0.986–0.999) and low error indicators (NRMSE = 0.001–0.019, MAE = 0.522–6.291 mg/l). This surrogate model was integrated with each CMOOA to design optimal pumping strategies that maximize beneficial abstraction while minimizing SWI. Multiple independent MARS-assisted optimization runs were conducted for a robust comparison of solution accuracy and convergence time. Results showed that MARS-CEMOGA outperformed other algorithms, delivering the highest solution quality and computational efficiency, requiring just 323.86 s compared to 388.12 s for MOPS, 999.18 s for MOFEPSO, and 2316.55 s for MOLA. The study demonstrates that MARS-CEMOGA is a highly efficient tool for developing SWI management models in coastal aquifers, although other CMOOAs also produced satisfactory results.
•Saltwater intrusion (SWI) degrades coastal groundwater quality, necessitating proper management.•This study compares four constrained multi-objective optimization algorithms for SWI mitigation through pumping optimization.•A MARS-based surrogate was used to achieve computational efficiency in SWI management modeling.•MARS-CEMOGA outperformed other algorithms in terms of solution quality and computational time.•The study concludes that MARS-CEMOGA is a reliable strategy for sustainable SWI management. |
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| AbstractList | Saltwater intrusion (SWI) degrades water quality in coastal groundwater systems. Over-abstraction from these aquifers accelerates SWI, necessitating practical measures to prevent it and enable sustainable extraction of groundwater resources. Simulation-optimization (S/O) methods have been widely adopted for developing optimized groundwater extraction strategies, with optimization algorithms playing a critical role. This study compared several constrained multi-objective optimization algorithms (CMOOAs) for designing pumping schemes to mitigate SWI in coastal aquifers. The evaluated algorithms included the Controlled Elitist Multi-Objective Genetic Algorithm (CEMOGA), Multi-Objective Feasibility Enhanced Particle Swarm Optimization (MOFEPSO), Multi-Objective Lichtenberg Algorithm (MOLA), and Multi-Objective Pareto Search (MOPS). A bi-objective SWI management model was developed using an S/O approach, with the FEMWATER code replaced by a surrogate model based on Multivariate Adaptive Regression Spline (MARS) to improve computational efficiency. The MARS model effectively captured aquifer processes, demonstrating strong correlation metrics (R = 0.986–0.999) and low error indicators (NRMSE = 0.001–0.019, MAE = 0.522–6.291 mg/l). This surrogate model was integrated with each CMOOA to design optimal pumping strategies that maximize beneficial abstraction while minimizing SWI. Multiple independent MARS-assisted optimization runs were conducted for a robust comparison of solution accuracy and convergence time. Results showed that MARS-CEMOGA outperformed other algorithms, delivering the highest solution quality and computational efficiency, requiring just 323.86 s compared to 388.12 s for MOPS, 999.18 s for MOFEPSO, and 2316.55 s for MOLA. The study demonstrates that MARS-CEMOGA is a highly efficient tool for developing SWI management models in coastal aquifers, although other CMOOAs also produced satisfactory results.
•Saltwater intrusion (SWI) degrades coastal groundwater quality, necessitating proper management.•This study compares four constrained multi-objective optimization algorithms for SWI mitigation through pumping optimization.•A MARS-based surrogate was used to achieve computational efficiency in SWI management modeling.•MARS-CEMOGA outperformed other algorithms in terms of solution quality and computational time.•The study concludes that MARS-CEMOGA is a reliable strategy for sustainable SWI management. |
| ArticleNumber | 118773 |
| Author | Datta, Bithin Roy, Dilip Kumar |
| Author_xml | – sequence: 1 givenname: Dilip Kumar surname: Roy fullname: Roy, Dilip Kumar email: dilip.roy@my.jcu.edu.au organization: Irrigation and Water Management Division, Bangladesh Agricultural Research Institute, Gazipur 1701, Bangladesh – sequence: 2 givenname: Bithin surname: Datta fullname: Datta, Bithin organization: College of Science and Engineering, James Cook University, 1 James Cook Dr, Douglas QLD 4814, Australia |
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| Cites_doi | 10.1061/(ASCE)0733-9496(1999)125:2(76) 10.1016/j.advwatres.2009.01.001 10.1061/(ASCE)WR.1943-5452.0000053 10.4236/jwarp.2009.14030 10.3389/frwa.2023.1195029 10.1007/s11269-010-9693-x 10.1016/S1537-5110(03)00099-0 10.1007/s40808-017-0398-5 10.1007/s00521-020-05232-8 10.1080/00401706.1999.10485930 10.1007/s11269-021-03012-0 10.5004/dwt.2018.21982 10.1080/02626660109492800 10.1109/4235.996017 10.1080/10286608.2018.1431777 10.1016/j.jhydrol.2018.03.063 10.3390/w10030251 10.2166/hydro.2017.007 10.1016/j.jhydrol.2019.03.020 10.1016/j.jhydrol.2012.01.011 10.1061/(ASCE)HE.1943-5584.0001765 10.1007/s11356-020-08367-2 10.1016/j.enbuild.2016.03.035 10.1177/0954406216681593 10.1080/02723646.1981.10642213 10.1016/j.jenvman.2021.111964 10.1016/j.apradiso.2022.110351 10.1061/(ASCE)HE.1943-5584.0001680 10.1016/j.jhydrol.2020.125488 10.1080/02626667.2019.1584400 10.1061/(ASCE)HE.1943-5584.0000097 10.1080/0305215X.2018.1431232 10.1029/1998WR900018 10.13031/2013.20228 10.1016/j.jhydrol.2018.06.046 10.1007/s11356-021-16918-4 10.1016/j.eswa.2020.114522 10.1007/s11269-016-1531-3 10.1213/ANE.0000000000002864 10.1007/s11269-011-9852-8 10.1016/j.ijforecast.2006.03.001 10.1016/j.watres.2022.118045 10.1029/WR020i004p00435 10.1029/2010WR009683 10.1007/s11269-011-9843-9 10.5194/gmd-7-1247-2014 10.1061/(ASCE)0733-9496(1998)124:3(129) 10.1016/j.enconman.2013.03.004 10.1007/s11269-018-2116-0 10.1029/WR012i006p01165 10.1016/j.gsd.2020.100479 10.1016/j.asej.2018.04.003 10.1016/j.jhydrol.2009.08.003 10.1029/2011WR010962 10.1016/j.jhydrol.2012.10.050 10.1016/j.jenvman.2023.117785 10.1016/j.advwatres.2012.03.004 10.1007/s11269-020-02635-z 10.1137/10079731X 10.1590/S0006-87052012000400016 10.1007/s11269-015-0914-1 10.1061/(ASCE)HE.1943-5584.0000809 10.1016/0022-1694(70)90255-6 10.1007/BF02703402 10.1061/(ASCE)HE.1943-5584.0001550 10.1007/s10040-017-1690-1 10.1007/s11269-018-1936-2 10.1007/s11269-005-3180-9 10.1007/s00500-020-04686-1 10.2166/nh.2019.093 10.5194/adgeo-64-23-2024 10.1016/j.jhydrol.2012.12.004 10.1016/j.jhydrol.2023.129282 10.2166/wcc.2022.290 10.1016/j.jhydrol.2010.08.023 10.1007/s11269-021-02796-5 10.2166/hydro.2016.086 10.2166/hydro.2018.087 10.1080/0305215X.2020.1839442 |
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| Keywords | Multi-objective constrained optimization Surrogate model Coastal aquifer Saltwater intrusion Coupled simulation-optimization |
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| References | Ezzeldin, El-Ghandour, El-Aabd (bb0105) 2022; 41 Willmott (bb0425) 1981; 2 Yin, Wang, Lu, Tsai, Chen (bb0025) 2023; 619 Monsef, Naghashzadegan, Jamali, Farmani (bb0355) 2019; 10 Yang, Kalin, Zhang, Lin, Zou (bb0040) 2001; 46 Roy, Datta (bb0255) 2020 Schober, Boer, Schwarte (bb0405) 2018; 126 Dey, Prakash (bb0340) 2022 Emch, Yeh (bb0270) 1998; 124 Roy, Datta (bb0210) 2018; 23 Roy, Datta (bb0260) 2018; 105 Sreekanth, Datta (bb0200) 2010; 393 Roy, Datta (bb0475) 2017; 31 Yu, Baù, Mayer, Geranmehr (bb0220) 2024; 64 Roy, Datta (bb0230) 2017; 34 Javadi, Hussain, Sherif, Farmani (bb0095) 2015; 29 Sreekanth, Datta (bb0170) 2011; 47 Pereira, Oliver, Francisco, Cunha, Gomes (bb0310) 2022; 187 Roy, Schütze, Grundmann, Brettschneider, Jain (bb0140) 2016; 18 Tabari, Azadani, Kamgar (bb0490) 2020; 24 Vats, Sharma, Stamm, Bhattacharjya (bb0015) 2020; 34 Pereira, Francisco, Diniz, Antônio Oliver, Cunha, Gomes (bb0395) 2021; 170 Roy, Datta (bb0330) 2018 Chai, Draxler (bb0470) 2014; 7 Sreekanth, Datta (bb0485) 2011; 25 Ataie-Ashtiani, Ketabchi (bb0085) 2011; 25 Hasanoglu, Dolen (bb0315) 2018; 50 El-Ghandour, Elbeltagi (bb0070) 2019; 51 Das, Datta (bb0035) 1999; 125 Shamir, Bear, Gamliel (bb0265) 1984; 20 Strack (bb0100) 1976; 12 Bear, Cheng, Sorek, Ouazar, Herrera (bb0010) 1999 Werner, Bakker, Post, Vandenbohede, Lu, Ataie-Ashtiani, Simmons, Barry (bb0290) 2013; 51 Gupta, Kling, Yilmaz, Martinez (bb0430) 2009; 377 Deb, Pratap, Agarwal, Meyarivan (bb0385) 2002; 6 Roy, Datta (bb0225) 2020; 11 Li, Tang, Wu, Liu (bb0465) 2013; 70 Kourakos, Mantoglou (bb0195) 2013; 479 Kopsiaftis, Kaselimi, Protopapadakis, Voulodimos, Doulamis, Doulamis, Mantoglou (bb0190) 2023; 5 Bhattacharjya, Datta (bb0050) 2005; 19 Wang, Yang, Wu, Sun, Lin, Wu (bb0125) 2022; 211 Hyndman, Koehler (bb0455) 2006; 22 Hamdy, Nguyen, Hensen (bb0350) 2016; 121 Sedki, Ouazar (bb0090) 2011; 25 Roy, Datta (bb0250) 2017; 22 Huang, Chiu (bb0130) 2018 Das, Datta (bb0045) 2001; 26 Pebesma, Heuvelink (bb0380) 1999; 41 Tabari, Eilbeigi, Chitsazan (bb0115) 2022; 29 Datta, Prakash, Sreekanth (bb0165) 2014 Custódio, Madeira, Vaz, Vicente (bb0320) 2011; 21 Kling, Fuchs, Paulin (bb0435) 2012; 424–425 Yang, Prasher, Lacroix, Kim (bb0480) 2003; 86 Hesamfar, Ketabchi, Ebadi (bb0005) 2023; 338 Hasanoglu, Dolen (bb0390) 2016; 232 Francisco, Junqueira, Oliver, Pereira, da Cunha, Gomes (bb0400) 2021; 53 Audet, Dennis (bb0345) 2000; 13 Deb, Goel (bb0305) 2001 Ranjbar, Mahjouri, Cherubini (bb0135) 2020; 29 Goldberg (bb0295) 1989 Hou, Lu (bb0160) 2018; 26 Nicklow, Reed, Savic, Dessalegne, Harrell, Chan-Hilton, Karamouz, Minsker, Avi, Singh, Zechman, Null (bb0285) 2010; 136 Roy, Datta (bb0240) 2019; 24 Dhar, Datta (bb0280) 2009; 14 Roy, Datta (bb0235) 2017; 3 Legates, McCabe (bb0445) 1999; 35 Kamali, Niksokhan (bb0325) 2017; 19 Gupta, Kling (bb0420) 2011; 47 Benhachmi, Ouazar, Naji, Cheng, el Harrouni (bb0030) 2003 Ataie-Ashtiani, Hamed, Mahdi (bb0060) 2014; 19 Friedman (bb0365) 1991; 19 Lal, Datta (bb0205) 2021; 33 Lal, Datta (bb0175) 2018; 32 Liu (bb0440) 2020; 590 Roy, Datta (bb0245) 2018; 33 Amanuel (bb0410) 2022; 188 Deb (bb0300) 2001 Dhar, Datta (bb0055) 2009; 14 Nash, Sutcliffe (bb0415) 1970; 10 Ritter, Muñoz-Carpena (bb0450) 2013; 480 Christelis, Mantoglou (bb0065) 2019; 33 Christelis, Kopsiaftis, Mantoglou (bb0145) 2019; 64 Lin, Richards, Talbot, Yeh, Cheng, Cheng, Jones (bb0360) 1997 Yang, Song, Simmons, Ataie-Ashtiani, Wu, Wang, Wu (bb0080) 2021; 282 Salford-Systems (bb0370) 2016 Han, Lu, Fan, Xu, Lin (bb0185) 2021; 35 Bera, Prasher, Patel, Madani, Lacroix, Gaynor, Tan, Kim (bb0375) 2006; 49 Fan, Lu, Miao, Li, Lin (bb0155) 2020; 27 Roy, Datta (bb0215) 2018; 20 Heinemann, VanOort, Fernandes, Maia (bb0460) 2012; 71 Shi, Lu, Ye, Wu, Li, Luo (bb0020) 2018; 563 Kourakos, Mantoglou (bb0275) 2009; 32 Liu, Hu, Yu, Xu, Liu, Li, Shen (bb0180) 2019 Qahman, Larabi, Ouazar, Naji, Cheng (bb0335) 2009; 4 Wang, Zhang, Lu, Wan, Xu, Yu (bb0120) 2022; 13 Song, Yang, Wu, Wu, Sun, Lin (bb0075) 2018; 561 Xing, Qu, Zhao, Fu, Ji, Lu (bb0150) 2019; 572 Tabari, Abyar (bb0110) 2022; 36 Legates (10.1016/j.desal.2025.118773_bb0445) 1999; 35 Das (10.1016/j.desal.2025.118773_bb0035) 1999; 125 Huang (10.1016/j.desal.2025.118773_bb0130) 2018 Vats (10.1016/j.desal.2025.118773_bb0015) 2020; 34 Heinemann (10.1016/j.desal.2025.118773_bb0460) 2012; 71 Roy (10.1016/j.desal.2025.118773_bb0235) 2017; 3 Roy (10.1016/j.desal.2025.118773_bb0255) 2020 Francisco (10.1016/j.desal.2025.118773_bb0400) 2021; 53 Das (10.1016/j.desal.2025.118773_bb0045) 2001; 26 Roy (10.1016/j.desal.2025.118773_bb0210) 2018; 23 Gupta (10.1016/j.desal.2025.118773_bb0430) 2009; 377 Ritter (10.1016/j.desal.2025.118773_bb0450) 2013; 480 Roy (10.1016/j.desal.2025.118773_bb0140) 2016; 18 Tabari (10.1016/j.desal.2025.118773_bb0115) 2022; 29 Kourakos (10.1016/j.desal.2025.118773_bb0275) 2009; 32 Pereira (10.1016/j.desal.2025.118773_bb0310) 2022; 187 Kourakos (10.1016/j.desal.2025.118773_bb0195) 2013; 479 Liu (10.1016/j.desal.2025.118773_bb0440) 2020; 590 Hesamfar (10.1016/j.desal.2025.118773_bb0005) 2023; 338 Kopsiaftis (10.1016/j.desal.2025.118773_bb0190) 2023; 5 Bear (10.1016/j.desal.2025.118773_bb0010) 1999 Wang (10.1016/j.desal.2025.118773_bb0125) 2022; 211 Audet (10.1016/j.desal.2025.118773_bb0345) 2000; 13 Fan (10.1016/j.desal.2025.118773_bb0155) 2020; 27 Hou (10.1016/j.desal.2025.118773_bb0160) 2018; 26 Shamir (10.1016/j.desal.2025.118773_bb0265) 1984; 20 Nash (10.1016/j.desal.2025.118773_bb0415) 1970; 10 Goldberg (10.1016/j.desal.2025.118773_bb0295) 1989 Bhattacharjya (10.1016/j.desal.2025.118773_bb0050) 2005; 19 Hasanoglu (10.1016/j.desal.2025.118773_bb0390) 2016; 232 Deb (10.1016/j.desal.2025.118773_bb0385) 2002; 6 Liu (10.1016/j.desal.2025.118773_bb0180) 2019 Bera (10.1016/j.desal.2025.118773_bb0375) 2006; 49 Deb (10.1016/j.desal.2025.118773_bb0305) 2001 Kamali (10.1016/j.desal.2025.118773_bb0325) 2017; 19 Roy (10.1016/j.desal.2025.118773_bb0240) 2019; 24 Lal (10.1016/j.desal.2025.118773_bb0175) 2018; 32 Tabari (10.1016/j.desal.2025.118773_bb0490) 2020; 24 Lal (10.1016/j.desal.2025.118773_bb0205) 2021; 33 Kling (10.1016/j.desal.2025.118773_bb0435) 2012; 424–425 Ataie-Ashtiani (10.1016/j.desal.2025.118773_bb0085) 2011; 25 Hasanoglu (10.1016/j.desal.2025.118773_bb0315) 2018; 50 Roy (10.1016/j.desal.2025.118773_bb0230) 2017; 34 Sedki (10.1016/j.desal.2025.118773_bb0090) 2011; 25 Roy (10.1016/j.desal.2025.118773_bb0250) 2017; 22 Christelis (10.1016/j.desal.2025.118773_bb0065) 2019; 33 Werner (10.1016/j.desal.2025.118773_bb0290) 2013; 51 Yu (10.1016/j.desal.2025.118773_bb0220) 2024; 64 Datta (10.1016/j.desal.2025.118773_bb0165) 2014 Hamdy (10.1016/j.desal.2025.118773_bb0350) 2016; 121 Shi (10.1016/j.desal.2025.118773_bb0020) 2018; 563 Qahman (10.1016/j.desal.2025.118773_bb0335) 2009; 4 Salford-Systems (10.1016/j.desal.2025.118773_bb0370) 2016 Monsef (10.1016/j.desal.2025.118773_bb0355) 2019; 10 Emch (10.1016/j.desal.2025.118773_bb0270) 1998; 124 Amanuel (10.1016/j.desal.2025.118773_bb0410) 2022; 188 Xing (10.1016/j.desal.2025.118773_bb0150) 2019; 572 Strack (10.1016/j.desal.2025.118773_bb0100) 1976; 12 Yin (10.1016/j.desal.2025.118773_bb0025) 2023; 619 Deb (10.1016/j.desal.2025.118773_bb0300) 2001 Friedman (10.1016/j.desal.2025.118773_bb0365) 1991; 19 Schober (10.1016/j.desal.2025.118773_bb0405) 2018; 126 Pebesma (10.1016/j.desal.2025.118773_bb0380) 1999; 41 Custódio (10.1016/j.desal.2025.118773_bb0320) 2011; 21 Dhar (10.1016/j.desal.2025.118773_bb0055) 2009; 14 Sreekanth (10.1016/j.desal.2025.118773_bb0170) 2011; 47 Javadi (10.1016/j.desal.2025.118773_bb0095) 2015; 29 Ezzeldin (10.1016/j.desal.2025.118773_bb0105) 2022; 41 Roy (10.1016/j.desal.2025.118773_bb0245) 2018; 33 Roy (10.1016/j.desal.2025.118773_bb0225) 2020; 11 Roy (10.1016/j.desal.2025.118773_bb0260) 2018; 105 Hyndman (10.1016/j.desal.2025.118773_bb0455) 2006; 22 Ranjbar (10.1016/j.desal.2025.118773_bb0135) 2020; 29 Tabari (10.1016/j.desal.2025.118773_bb0110) 2022; 36 Sreekanth (10.1016/j.desal.2025.118773_bb0200) 2010; 393 Ataie-Ashtiani (10.1016/j.desal.2025.118773_bb0060) 2014; 19 Han (10.1016/j.desal.2025.118773_bb0185) 2021; 35 Roy (10.1016/j.desal.2025.118773_bb0330) 2018 Pereira (10.1016/j.desal.2025.118773_bb0395) 2021; 170 Song (10.1016/j.desal.2025.118773_bb0075) 2018; 561 Christelis (10.1016/j.desal.2025.118773_bb0145) 2019; 64 Dhar (10.1016/j.desal.2025.118773_bb0280) 2009; 14 Benhachmi (10.1016/j.desal.2025.118773_bb0030) 2003 Yang (10.1016/j.desal.2025.118773_bb0480) 2003; 86 El-Ghandour (10.1016/j.desal.2025.118773_bb0070) 2019; 51 Li (10.1016/j.desal.2025.118773_bb0465) 2013; 70 Yang (10.1016/j.desal.2025.118773_bb0080) 2021; 282 Willmott (10.1016/j.desal.2025.118773_bb0425) 1981; 2 Sreekanth (10.1016/j.desal.2025.118773_bb0485) 2011; 25 Wang (10.1016/j.desal.2025.118773_bb0120) 2022; 13 Dey (10.1016/j.desal.2025.118773_bb0340) 2022 Chai (10.1016/j.desal.2025.118773_bb0470) 2014; 7 Yang (10.1016/j.desal.2025.118773_bb0040) 2001; 46 Nicklow (10.1016/j.desal.2025.118773_bb0285) 2010; 136 Roy (10.1016/j.desal.2025.118773_bb0475) 2017; 31 Roy (10.1016/j.desal.2025.118773_bb0215) 2018; 20 Lin (10.1016/j.desal.2025.118773_bb0360) 1997 Gupta (10.1016/j.desal.2025.118773_bb0420) 2011; 47 |
| References_xml | – volume: 64 start-page: 23 year: 2024 end-page: 26 ident: bb0220 article-title: An efficient surrogate-based multi-objective optimisation framework with novel sampling strategy for sustainable island groundwater management publication-title: Adv. Geosci. – volume: 2 start-page: 184 year: 1981 end-page: 194 ident: bb0425 article-title: On the validation of models publication-title: Phys. Geogr. – volume: 35 start-page: 1479 year: 2021 end-page: 1497 ident: bb0185 article-title: Surrogate-based stochastic multiobjective optimization for coastal aquifer management under parameter uncertainty publication-title: Water Resour. Manag. – volume: 10 start-page: 103 year: 2019 end-page: 111 ident: bb0355 article-title: Comparison of evolutionary multi objective optimization algorithms in optimum design of water distribution network publication-title: Ain Shams Eng. J. – volume: 71 start-page: 572 year: 2012 end-page: 582 ident: bb0460 article-title: Sensitivity of APSIM/ORYZA model due to estimation errors in solar radiation publication-title: Bragantia – year: 1989 ident: bb0295 article-title: Genetic Algorithms in Search, Optimization and Machine Learning – volume: 29 start-page: 22179 year: 2022 end-page: 22202 ident: bb0115 article-title: Multi-objective optimal model for sustainable management of groundwater resources in an arid and semiarid area using a coupled optimization-simulation modeling publication-title: Environ. Sci. Pollut. Res. – volume: 4 start-page: 249 year: 2009 end-page: 259 ident: bb0335 article-title: Optimal extraction of groundwater in Gaza coastal aquifer publication-title: J. Water Resour. Prot. – volume: 124 start-page: 129 year: 1998 end-page: 139 ident: bb0270 article-title: Management model for conjunctive use of coastal surface water and ground water publication-title: J. Water Resour. Plan. Manag. – volume: 14 start-page: 1263 year: 2009 end-page: 1272 ident: bb0055 article-title: Saltwater intrusion management of coastal aquifers. I: linked simulation-optimization publication-title: J. Hydrol. Eng. – volume: 19 start-page: 1 year: 1991 end-page: 67 ident: bb0365 article-title: Multivariate adaptive regression splines publication-title: Ann. Stat. – volume: 53 start-page: 1922 year: 2021 end-page: 1945 ident: bb0400 article-title: Design optimizations of carbon fibre reinforced polymer isogrid lower limb prosthesis using particle swarm optimization and Lichtenberg algorithm publication-title: Eng. Optim. – volume: 41 year: 2022 ident: bb0105 article-title: Optimal management of coastal aquifers using artificial jellyfish search algorithm publication-title: J. Hydrol. Reg. Stud. – volume: 29 year: 2015 ident: bb0095 article-title: Multi-objective optimization of different management scenarios to control seawater intrusion in coastal aquifers publication-title: Water Resour. Manag. – volume: 19 start-page: 973 year: 2017 end-page: 992 ident: bb0325 article-title: Multi-objective optimization for sustainable groundwater management by developing of coupled quantity-quality simulation-optimization model publication-title: J. Hydroinf. – volume: 7 start-page: 1247 year: 2014 end-page: 1250 ident: bb0470 article-title: Root mean square error (RMSE) or mean absolute error (MAE)? – arguments against avoiding RMSE in the literature publication-title: Geosci. Model Dev. – volume: 33 year: 2018 ident: bb0245 article-title: An ensemble meta-modelling approach using the Dempster-Shafer theory of evidence for developing saltwater intrusion management strategies in coastal aquifers publication-title: Water Resour. Manag. – volume: 338 year: 2023 ident: bb0005 article-title: Simulation-based multi-objective optimization framework for sustainable management of coastal aquifers in semi-arid regions publication-title: J. Environ. Manag. – volume: 5 year: 2023 ident: bb0190 article-title: Performance comparison of physics-based and machine learning assisted multi-fidelity methods for the management of coastal aquifer systems publication-title: Front. Water – volume: 12 start-page: 1165 year: 1976 end-page: 1174 ident: bb0100 article-title: A single-potential solution for regional interface problems in coastal aquifers publication-title: Water Resour. Res. – volume: 13 start-page: 4069 year: 2022 end-page: 4086 ident: bb0120 article-title: Comparison of multi-objective genetic algorithms for optimization of cascade reservoir systems publication-title: J. Water Clim. Chang. – volume: 34 start-page: 3551 year: 2020 end-page: 3563 ident: bb0015 article-title: Groundwater circulation well for controlling saltwater intrusion in coastal aquifers: numerical study with experimental validation publication-title: Water Resour. Manag. – volume: 41 start-page: 303 year: 1999 end-page: 312 ident: bb0380 article-title: Latin hypercube sampling of Gaussian random fields publication-title: Technometrics – volume: 26 start-page: 293 year: 2001 end-page: 316 ident: bb0045 article-title: Application of optimisation techniques in groundwater quantity and quality management publication-title: Sadhana – volume: 25 start-page: 2855 year: 2011 end-page: 2875 ident: bb0090 article-title: Simulation-optimization modeling for sustainable groundwater development: a Moroccan coastal aquifer case study publication-title: Water Resour. Manag. – volume: 480 start-page: 33 year: 2013 end-page: 45 ident: bb0450 article-title: Performance evaluation of hydrological models: statistical significance for reducing subjectivity in goodness-of-fit assessments publication-title: J. Hydrol. – volume: 26 start-page: 923 year: 2018 end-page: 932 ident: bb0160 article-title: Comparative study of surrogate models for groundwater contamination source identification at DNAPL-contaminated sites publication-title: Hydrogeol. J. – volume: 170 year: 2021 ident: bb0395 article-title: Lichtenberg algorithm: a novel hybrid physics-based meta-heuristic for global optimization publication-title: Expert Syst. Appl. – volume: 619 year: 2023 ident: bb0025 article-title: Fast desalinization of residual saltwater using subsurface dams combined with saltwater discharge or freshwater recharge publication-title: J. Hydrol. – year: 1999 ident: bb0010 article-title: Seawater Intrusion in Coastal Aquifers — Concepts, Methods and Practices – year: 2016 ident: bb0370 article-title: SPM Users Guide: Introducing MARS – year: 2019 ident: bb0180 article-title: Optimizing the water treatment design and management of the artificial lake with water quality modeling and surrogate-based approach publication-title: Water – volume: 36 start-page: 75 year: 2022 end-page: 102 ident: bb0110 article-title: Development a novel integrated distributed multi-objective simulation-optimization model for coastal aquifers management using NSGA-II and GMS models publication-title: Water Resour. Manag. – volume: 10 start-page: 282 year: 1970 end-page: 290 ident: bb0415 article-title: River flow forecasting through conceptual models part I — a discussion of principles publication-title: J. Hydrol. – volume: 35 start-page: 233 year: 1999 end-page: 241 ident: bb0445 article-title: Evaluating the use of “goodness-of-fit” measures in hydrologic and hydroclimatic model validation publication-title: Water Resour. Res. – volume: 19 start-page: 339 year: 2014 end-page: 354 ident: bb0060 article-title: Optimal management of a freshwater lens in a small island using surrogate models and evolutionary algorithms publication-title: J. Hydrol. Eng. – volume: 21 start-page: 1109 year: 2011 end-page: 1140 ident: bb0320 article-title: Direct multisearch for multiobjective optimization publication-title: SIAM J. Optim. – volume: 70 start-page: 139 year: 2013 end-page: 148 ident: bb0465 article-title: General models for estimating daily global solar radiation for different solar radiation zones in mainland China publication-title: Energy Convers. Manag. – year: 2018 ident: bb0130 article-title: A simulation-optimization model for seawater intrusion management at Pingtung coastal area, Taiwan publication-title: Water – volume: 211 year: 2022 ident: bb0125 article-title: Multi-objective optimization of the coastal groundwater abstraction for striking the balance among conflicts of resource-environment-economy in Longkou City, China publication-title: Water Res. – volume: 187 year: 2022 ident: bb0310 article-title: Multi-objective Lichtenberg Algorithm: a hybrid physics-based meta-heuristic for solving engineering problems publication-title: Expert Syst. Appl. – start-page: 163 year: 2020 end-page: 171 ident: bb0255 article-title: Solution of Large-scale Multi-objective Optimization Models for Saltwater Intrusion Control in Coastal Aquifers Utilizing Anfis Based Linked Meta-models for Computational Feasibility and Efficiency – volume: 49 start-page: 297 year: 2006 end-page: 307 ident: bb0375 article-title: Application of MARS in simulating pesticide concentrations in soil publication-title: Trans. ASABE – volume: 20 start-page: 1247 year: 2018 end-page: 1267 ident: bb0215 article-title: Trained meta-models and evolutionary algorithm based multi-objective management of coastal aquifers under parameter uncertainty publication-title: J. Hydroinf. – volume: 22 year: 2017 ident: bb0250 article-title: Multivariate adaptive regression spline ensembles for management of multilayered coastal aquifers publication-title: J. Hydrol. Eng. – volume: 232 start-page: 381 year: 2016 end-page: 400 ident: bb0390 article-title: Feasibility enhanced particle swarm optimization for constrained mechanical design problems publication-title: Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci. – volume: 479 start-page: 13 year: 2013 end-page: 23 ident: bb0195 article-title: Development of a multi-objective optimization algorithm using surrogate models for coastal aquifer management publication-title: J. Hydrol. – volume: 18 start-page: 666 year: 2016 end-page: 686 ident: bb0140 article-title: Optimal groundwater management using state-space surrogate models: a case study for an arid coastal region publication-title: J. Hydroinf. – volume: 51 start-page: 90 year: 2019 end-page: 104 ident: bb0070 article-title: Pumping optimization of coastal aquifers using probabilistic search – case study: quaternary aquifer of El-Arish Rafah, Egypt publication-title: Hydrol. Res. – start-page: 67 year: 2001 end-page: 81 ident: bb0305 publication-title: Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence BT - Evolutionary Multi-criterion Optimization – volume: 13 year: 2000 ident: bb0345 article-title: Analysis of generalized pattern searches publication-title: SIAM J. Optim. – volume: 24 year: 2019 ident: bb0240 article-title: Adaptive management of coastal aquifers using entropy-set pair analysis–based three-dimensional sequential monitoring network design publication-title: J. Hydrol. Eng. – volume: 24 start-page: 12469 year: 2020 end-page: 12499 ident: bb0490 article-title: Development of operation multi-objective model of dam reservoir under conditions of temperature variation and loading using NSGA-II and DANN models: a case study of Karaj/Amir Kabir dam publication-title: Soft. Comput. – volume: 23 year: 2018 ident: bb0210 article-title: Influence of sea level rise on multiobjective management of saltwater intrusion in coastal aquifers publication-title: J. Hydrol. Eng. – volume: 377 start-page: 80 year: 2009 end-page: 91 ident: bb0430 article-title: Decomposition of the mean squared error and NSE performance criteria: implications for improving hydrological modelling publication-title: J. Hydrol. – volume: 86 start-page: 9 year: 2003 end-page: 15 ident: bb0480 article-title: A multivariate adaptive regression splines model for simulation of pesticide transport in soils publication-title: Biosyst. Eng. – volume: 64 start-page: 336 year: 2019 end-page: 349 ident: bb0145 article-title: Performance comparison of multiple and single surrogate models for pumping optimization of coastal aquifers publication-title: Hydrol. Sci. J./J. Sci. Hydrol. – volume: 14 start-page: 1263 year: 2009 end-page: 1272 ident: bb0280 article-title: Saltwater intrusion management of coastal aquifers. I: linked simulation-optimization publication-title: J. Hydrol. Eng. – volume: 31 year: 2017 ident: bb0475 article-title: Fuzzy C-mean clustering based inference system for saltwater intrusion processes prediction in coastal aquifers publication-title: Water Resour. Manag. – volume: 34 start-page: 238 year: 2017 end-page: 263 ident: bb0230 article-title: A surrogate based multi-objective management model to control saltwater intrusion in multi-layered coastal aquifer systems publication-title: Civ. Eng. Environ. Syst. – volume: 22 start-page: 679 year: 2006 end-page: 688 ident: bb0455 article-title: Another look at measures of forecast accuracy publication-title: Int. J. Forecast. – volume: 29 start-page: 45 year: 2020 end-page: 58 ident: bb0135 article-title: Development of an efficient conjunctive meta-model-based decision-making framework for saltwater intrusion management in coastal aquifers publication-title: J. Hydrol. Res. – volume: 563 start-page: 851 year: 2018 end-page: 862 ident: bb0020 article-title: Assessment of the impact of sea-level rise on steady-state seawater intrusion in a layered coastal aquifer publication-title: J. Hydrol. – volume: 572 start-page: 501 year: 2019 end-page: 516 ident: bb0150 article-title: Identifying the release history of a groundwater contaminant source based on an ensemble surrogate model publication-title: J. Hydrol. – start-page: 287 year: 2022 end-page: 301 ident: bb0340 article-title: Pumping optimization for saltwater intrusion management in a coastal aquifer with combined use of sharp interface and density dependent models publication-title: Groundwater and Water Quality: Hydraulics, Water Resources and Coastal Engineering – year: 1997 ident: bb0360 article-title: FEMWATER: A Threedimensional Finite Element Computer Model for Simulating Density-Dependent Flow and Transport in Variable Saturated Media – volume: 561 start-page: 98 year: 2018 end-page: 111 ident: bb0075 article-title: Adaptive surrogate model based multiobjective optimization for coastal aquifer management publication-title: J. Hydrol. – year: 2003 ident: bb0030 article-title: Pumping optimization in saltwater intruded aquifers by simple genetic algorithm—deterministic model publication-title: Second International Conference on Saltwater Intrusion and Coastal Aquifers—Monitoring, Modeling, and Management – volume: 25 start-page: 165 year: 2011 end-page: 190 ident: bb0085 article-title: Elitist continuous ant colony optimization algorithm for optimal management of coastal aquifers publication-title: Water Resour. Manag. – volume: 282 year: 2021 ident: bb0080 article-title: A conjunctive management framework for the optimal design of pumping and injection strategies to mitigate seawater intrusion publication-title: J. Environ. Manag. – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bb0385 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. – volume: 11 year: 2020 ident: bb0225 article-title: Modelling and management of saltwater intrusion in a coastal aquifer system: a regional-scale study publication-title: Groundw. Sustain. Dev. – volume: 3 start-page: 1707 year: 2017 end-page: 1725 ident: bb0235 article-title: Genetic algorithm tuned fuzzy inference system to evolve optimal groundwater extraction strategies to control saltwater intrusion in multi-layered coastal aquifers under parameter uncertainty publication-title: Model. Earth Syst. Environ. – volume: 47 year: 2011 ident: bb0420 article-title: On typical range, sensitivity, and normalization of mean squared error and Nash-Sutcliffe efficiency type metrics publication-title: Water Resour. Res. – volume: 19 start-page: 295 year: 2005 end-page: 320 ident: bb0050 article-title: Optimal management of coastal aquifers using linked simulation optimization approach publication-title: Water Resour. Manag. – volume: 136 start-page: 412 year: 2010 end-page: 432 ident: bb0285 article-title: State of the art for genetic algorithms and beyond in water resources planning and management publication-title: J. Water Resour. Plan. Manag. – volume: 33 start-page: 555 year: 2019 end-page: 568 ident: bb0065 article-title: Pumping optimization of coastal aquifers using seawater intrusion models of variable-fidelity and evolutionary algorithms publication-title: Water Resour. Manag. – volume: 27 start-page: 19561 year: 2020 end-page: 19576 ident: bb0155 article-title: Multiobjective optimization of the groundwater exploitation layout in coastal areas based on multiple surrogate models publication-title: Environ. Sci. Pollut. Res. – volume: 121 start-page: 57 year: 2016 end-page: 71 ident: bb0350 article-title: A performance comparison of multi-objective optimization algorithms for solving nearly-zero-energy-building design problems publication-title: Energy Build. – volume: 32 start-page: 2405 year: 2018 end-page: 2419 ident: bb0175 article-title: Development and implementation of support vector machine regression surrogate models for predicting groundwater pumping-induced saltwater intrusion into coastal aquifers publication-title: Water Resour. Manag. – volume: 105 start-page: 160 year: 2018 end-page: 180 ident: bb0260 article-title: Comparative efficiency of different artificial intelligence based models for predicting density dependent saltwater intrusion processes in coastal aquifers and saltwater intrusion management utilizing the best performing model publication-title: Desalin. Water Treat. – volume: 188 year: 2022 ident: bb0410 article-title: Nuclear model prediction of cross-section for 125 - 119I radionuclides produced in proton + 125Te reaction at ≈5–100 MeV publication-title: Appl. Radiat. Isot. – volume: 32 start-page: 507 year: 2009 end-page: 521 ident: bb0275 article-title: Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models publication-title: Adv. Water Resour. – year: 2018 ident: bb0330 article-title: Reliability based management of coastal aquifers using heterogeneous ensemble of meta-models publication-title: 2018 IEEE Conference on Technologies for Sustainability (SusTech 2018) – volume: 51 start-page: 3 year: 2013 end-page: 26 ident: bb0290 article-title: Seawater intrusion processes, investigation and management: recent advances and future challenges publication-title: Adv. Water Resour. – volume: 33 start-page: 4179 year: 2021 end-page: 4190 ident: bb0205 article-title: Application of the group method of data handling and variable importance analysis for prediction and modelling of saltwater intrusion processes in coastal aquifers publication-title: Neural Comput. & Applic. – start-page: 183 year: 2014 end-page: 199 ident: bb0165 article-title: Application of genetic programming models incorporated in optimization models for contaminated groundwater systems management publication-title: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation – volume: 50 start-page: 2013 year: 2018 end-page: 2037 ident: bb0315 article-title: Multi-objective feasibility enhanced particle swarm optimization publication-title: Eng. Optim. – volume: 393 start-page: 245 year: 2010 end-page: 256 ident: bb0200 article-title: Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models publication-title: J. Hydrol. – volume: 126 year: 2018 ident: bb0405 article-title: Correlation coefficients: appropriate use and interpretation publication-title: Anesth. Analg. – volume: 125 start-page: 76 year: 1999 end-page: 87 ident: bb0035 article-title: Development of multiobjective management models for coastal aquifers publication-title: J. Water Resour. Plan. Manag. – volume: 46 start-page: 55 year: 2001 end-page: 72 ident: bb0040 article-title: Multi-objective optimization for sustainable groundwater resource management in a semiarid catchment publication-title: Hydrol. Sci. J. – volume: 47 year: 2011 ident: bb0170 article-title: Coupled simulation-optimization model for coastal aquifer management using genetic programming-based ensemble surrogate models and multiple-realization optimization publication-title: Water Resour. Res. – volume: 20 start-page: 435 year: 1984 end-page: 444 ident: bb0265 article-title: Optimal annual operation of a coastal aquifer publication-title: Water Resour. Res. – volume: 590 year: 2020 ident: bb0440 article-title: A rational performance criterion for hydrological model publication-title: J. Hydrol. – volume: 25 start-page: 3201 year: 2011 end-page: 3218 ident: bb0485 article-title: Comparative evaluation of genetic programming and neural network as potential surrogate models for coastal aquifer management publication-title: Water Resour. Manag. – year: 2001 ident: bb0300 article-title: Multiobjective Optimization Using Evolutionary Algorithms – volume: 424–425 start-page: 264 year: 2012 end-page: 277 ident: bb0435 article-title: Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios publication-title: J. Hydrol. – volume: 125 start-page: 76 year: 1999 ident: 10.1016/j.desal.2025.118773_bb0035 article-title: Development of multiobjective management models for coastal aquifers publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)0733-9496(1999)125:2(76) – volume: 32 start-page: 507 year: 2009 ident: 10.1016/j.desal.2025.118773_bb0275 article-title: Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2009.01.001 – volume: 136 start-page: 412 year: 2010 ident: 10.1016/j.desal.2025.118773_bb0285 article-title: State of the art for genetic algorithms and beyond in water resources planning and management publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)WR.1943-5452.0000053 – year: 2001 ident: 10.1016/j.desal.2025.118773_bb0300 – volume: 4 start-page: 249 year: 2009 ident: 10.1016/j.desal.2025.118773_bb0335 article-title: Optimal extraction of groundwater in Gaza coastal aquifer publication-title: J. Water Resour. Prot. doi: 10.4236/jwarp.2009.14030 – volume: 5 year: 2023 ident: 10.1016/j.desal.2025.118773_bb0190 article-title: Performance comparison of physics-based and machine learning assisted multi-fidelity methods for the management of coastal aquifer systems publication-title: Front. Water doi: 10.3389/frwa.2023.1195029 – volume: 25 start-page: 165 year: 2011 ident: 10.1016/j.desal.2025.118773_bb0085 article-title: Elitist continuous ant colony optimization algorithm for optimal management of coastal aquifers publication-title: Water Resour. Manag. doi: 10.1007/s11269-010-9693-x – volume: 86 start-page: 9 year: 2003 ident: 10.1016/j.desal.2025.118773_bb0480 article-title: A multivariate adaptive regression splines model for simulation of pesticide transport in soils publication-title: Biosyst. Eng. doi: 10.1016/S1537-5110(03)00099-0 – volume: 3 start-page: 1707 year: 2017 ident: 10.1016/j.desal.2025.118773_bb0235 article-title: Genetic algorithm tuned fuzzy inference system to evolve optimal groundwater extraction strategies to control saltwater intrusion in multi-layered coastal aquifers under parameter uncertainty publication-title: Model. Earth Syst. Environ. doi: 10.1007/s40808-017-0398-5 – volume: 33 start-page: 4179 year: 2021 ident: 10.1016/j.desal.2025.118773_bb0205 article-title: Application of the group method of data handling and variable importance analysis for prediction and modelling of saltwater intrusion processes in coastal aquifers publication-title: Neural Comput. & Applic. doi: 10.1007/s00521-020-05232-8 – volume: 41 start-page: 303 year: 1999 ident: 10.1016/j.desal.2025.118773_bb0380 article-title: Latin hypercube sampling of Gaussian random fields publication-title: Technometrics doi: 10.1080/00401706.1999.10485930 – volume: 36 start-page: 75 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0110 article-title: Development a novel integrated distributed multi-objective simulation-optimization model for coastal aquifers management using NSGA-II and GMS models publication-title: Water Resour. Manag. doi: 10.1007/s11269-021-03012-0 – volume: 105 start-page: 160 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0260 article-title: Comparative efficiency of different artificial intelligence based models for predicting density dependent saltwater intrusion processes in coastal aquifers and saltwater intrusion management utilizing the best performing model publication-title: Desalin. Water Treat. doi: 10.5004/dwt.2018.21982 – start-page: 183 year: 2014 ident: 10.1016/j.desal.2025.118773_bb0165 article-title: Application of genetic programming models incorporated in optimization models for contaminated groundwater systems management – volume: 46 start-page: 55 year: 2001 ident: 10.1016/j.desal.2025.118773_bb0040 article-title: Multi-objective optimization for sustainable groundwater resource management in a semiarid catchment publication-title: Hydrol. Sci. J. doi: 10.1080/02626660109492800 – volume: 6 start-page: 182 year: 2002 ident: 10.1016/j.desal.2025.118773_bb0385 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/4235.996017 – volume: 34 start-page: 238 year: 2017 ident: 10.1016/j.desal.2025.118773_bb0230 article-title: A surrogate based multi-objective management model to control saltwater intrusion in multi-layered coastal aquifer systems publication-title: Civ. Eng. Environ. Syst. doi: 10.1080/10286608.2018.1431777 – volume: 561 start-page: 98 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0075 article-title: Adaptive surrogate model based multiobjective optimization for coastal aquifer management publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2018.03.063 – year: 2018 ident: 10.1016/j.desal.2025.118773_bb0130 article-title: A simulation-optimization model for seawater intrusion management at Pingtung coastal area, Taiwan publication-title: Water doi: 10.3390/w10030251 – volume: 19 start-page: 973 year: 2017 ident: 10.1016/j.desal.2025.118773_bb0325 article-title: Multi-objective optimization for sustainable groundwater management by developing of coupled quantity-quality simulation-optimization model publication-title: J. Hydroinf. doi: 10.2166/hydro.2017.007 – volume: 572 start-page: 501 year: 2019 ident: 10.1016/j.desal.2025.118773_bb0150 article-title: Identifying the release history of a groundwater contaminant source based on an ensemble surrogate model publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2019.03.020 – volume: 424–425 start-page: 264 year: 2012 ident: 10.1016/j.desal.2025.118773_bb0435 article-title: Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2012.01.011 – volume: 24 year: 2019 ident: 10.1016/j.desal.2025.118773_bb0240 article-title: Adaptive management of coastal aquifers using entropy-set pair analysis–based three-dimensional sequential monitoring network design publication-title: J. Hydrol. Eng. doi: 10.1061/(ASCE)HE.1943-5584.0001765 – volume: 27 start-page: 19561 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0155 article-title: Multiobjective optimization of the groundwater exploitation layout in coastal areas based on multiple surrogate models publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-020-08367-2 – year: 2018 ident: 10.1016/j.desal.2025.118773_bb0330 article-title: Reliability based management of coastal aquifers using heterogeneous ensemble of meta-models – volume: 121 start-page: 57 year: 2016 ident: 10.1016/j.desal.2025.118773_bb0350 article-title: A performance comparison of multi-objective optimization algorithms for solving nearly-zero-energy-building design problems publication-title: Energy Build. doi: 10.1016/j.enbuild.2016.03.035 – volume: 232 start-page: 381 year: 2016 ident: 10.1016/j.desal.2025.118773_bb0390 article-title: Feasibility enhanced particle swarm optimization for constrained mechanical design problems publication-title: Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci. doi: 10.1177/0954406216681593 – start-page: 67 year: 2001 ident: 10.1016/j.desal.2025.118773_bb0305 – volume: 2 start-page: 184 year: 1981 ident: 10.1016/j.desal.2025.118773_bb0425 article-title: On the validation of models publication-title: Phys. Geogr. doi: 10.1080/02723646.1981.10642213 – volume: 41 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0105 article-title: Optimal management of coastal aquifers using artificial jellyfish search algorithm publication-title: J. Hydrol. Reg. Stud. – year: 2016 ident: 10.1016/j.desal.2025.118773_bb0370 – volume: 282 year: 2021 ident: 10.1016/j.desal.2025.118773_bb0080 article-title: A conjunctive management framework for the optimal design of pumping and injection strategies to mitigate seawater intrusion publication-title: J. Environ. Manag. doi: 10.1016/j.jenvman.2021.111964 – year: 1999 ident: 10.1016/j.desal.2025.118773_bb0010 – start-page: 163 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0255 – volume: 188 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0410 article-title: Nuclear model prediction of cross-section for 125 - 119I radionuclides produced in proton + 125Te reaction at ≈5–100 MeV publication-title: Appl. Radiat. Isot. doi: 10.1016/j.apradiso.2022.110351 – volume: 23 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0210 article-title: Influence of sea level rise on multiobjective management of saltwater intrusion in coastal aquifers publication-title: J. Hydrol. Eng. doi: 10.1061/(ASCE)HE.1943-5584.0001680 – volume: 590 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0440 article-title: A rational performance criterion for hydrological model publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2020.125488 – volume: 64 start-page: 336 year: 2019 ident: 10.1016/j.desal.2025.118773_bb0145 article-title: Performance comparison of multiple and single surrogate models for pumping optimization of coastal aquifers publication-title: Hydrol. Sci. J./J. Sci. Hydrol. doi: 10.1080/02626667.2019.1584400 – volume: 13 year: 2000 ident: 10.1016/j.desal.2025.118773_bb0345 article-title: Analysis of generalized pattern searches publication-title: SIAM J. Optim. – volume: 14 start-page: 1263 year: 2009 ident: 10.1016/j.desal.2025.118773_bb0280 article-title: Saltwater intrusion management of coastal aquifers. I: linked simulation-optimization publication-title: J. Hydrol. Eng. doi: 10.1061/(ASCE)HE.1943-5584.0000097 – volume: 50 start-page: 2013 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0315 article-title: Multi-objective feasibility enhanced particle swarm optimization publication-title: Eng. Optim. doi: 10.1080/0305215X.2018.1431232 – volume: 187 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0310 article-title: Multi-objective Lichtenberg Algorithm: a hybrid physics-based meta-heuristic for solving engineering problems publication-title: Expert Syst. Appl. – year: 2019 ident: 10.1016/j.desal.2025.118773_bb0180 article-title: Optimizing the water treatment design and management of the artificial lake with water quality modeling and surrogate-based approach publication-title: Water – volume: 35 start-page: 233 year: 1999 ident: 10.1016/j.desal.2025.118773_bb0445 article-title: Evaluating the use of “goodness-of-fit” measures in hydrologic and hydroclimatic model validation publication-title: Water Resour. Res. doi: 10.1029/1998WR900018 – volume: 49 start-page: 297 year: 2006 ident: 10.1016/j.desal.2025.118773_bb0375 article-title: Application of MARS in simulating pesticide concentrations in soil publication-title: Trans. ASABE doi: 10.13031/2013.20228 – volume: 563 start-page: 851 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0020 article-title: Assessment of the impact of sea-level rise on steady-state seawater intrusion in a layered coastal aquifer publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2018.06.046 – volume: 29 start-page: 22179 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0115 article-title: Multi-objective optimal model for sustainable management of groundwater resources in an arid and semiarid area using a coupled optimization-simulation modeling publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-021-16918-4 – volume: 170 year: 2021 ident: 10.1016/j.desal.2025.118773_bb0395 article-title: Lichtenberg algorithm: a novel hybrid physics-based meta-heuristic for global optimization publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2020.114522 – volume: 31 year: 2017 ident: 10.1016/j.desal.2025.118773_bb0475 article-title: Fuzzy C-mean clustering based inference system for saltwater intrusion processes prediction in coastal aquifers publication-title: Water Resour. Manag. doi: 10.1007/s11269-016-1531-3 – volume: 126 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0405 article-title: Correlation coefficients: appropriate use and interpretation publication-title: Anesth. Analg. doi: 10.1213/ANE.0000000000002864 – start-page: 287 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0340 article-title: Pumping optimization for saltwater intrusion management in a coastal aquifer with combined use of sharp interface and density dependent models – volume: 25 start-page: 3201 year: 2011 ident: 10.1016/j.desal.2025.118773_bb0485 article-title: Comparative evaluation of genetic programming and neural network as potential surrogate models for coastal aquifer management publication-title: Water Resour. Manag. doi: 10.1007/s11269-011-9852-8 – volume: 14 start-page: 1263 year: 2009 ident: 10.1016/j.desal.2025.118773_bb0055 article-title: Saltwater intrusion management of coastal aquifers. I: linked simulation-optimization publication-title: J. Hydrol. Eng. doi: 10.1061/(ASCE)HE.1943-5584.0000097 – volume: 22 start-page: 679 year: 2006 ident: 10.1016/j.desal.2025.118773_bb0455 article-title: Another look at measures of forecast accuracy publication-title: Int. J. Forecast. doi: 10.1016/j.ijforecast.2006.03.001 – volume: 33 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0245 article-title: An ensemble meta-modelling approach using the Dempster-Shafer theory of evidence for developing saltwater intrusion management strategies in coastal aquifers publication-title: Water Resour. Manag. – volume: 211 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0125 article-title: Multi-objective optimization of the coastal groundwater abstraction for striking the balance among conflicts of resource-environment-economy in Longkou City, China publication-title: Water Res. doi: 10.1016/j.watres.2022.118045 – volume: 20 start-page: 435 year: 1984 ident: 10.1016/j.desal.2025.118773_bb0265 article-title: Optimal annual operation of a coastal aquifer publication-title: Water Resour. Res. doi: 10.1029/WR020i004p00435 – year: 2003 ident: 10.1016/j.desal.2025.118773_bb0030 article-title: Pumping optimization in saltwater intruded aquifers by simple genetic algorithm—deterministic model – year: 1997 ident: 10.1016/j.desal.2025.118773_bb0360 – volume: 47 year: 2011 ident: 10.1016/j.desal.2025.118773_bb0170 article-title: Coupled simulation-optimization model for coastal aquifer management using genetic programming-based ensemble surrogate models and multiple-realization optimization publication-title: Water Resour. Res. doi: 10.1029/2010WR009683 – volume: 25 start-page: 2855 year: 2011 ident: 10.1016/j.desal.2025.118773_bb0090 article-title: Simulation-optimization modeling for sustainable groundwater development: a Moroccan coastal aquifer case study publication-title: Water Resour. Manag. doi: 10.1007/s11269-011-9843-9 – volume: 7 start-page: 1247 year: 2014 ident: 10.1016/j.desal.2025.118773_bb0470 article-title: Root mean square error (RMSE) or mean absolute error (MAE)? – arguments against avoiding RMSE in the literature publication-title: Geosci. Model Dev. doi: 10.5194/gmd-7-1247-2014 – volume: 124 start-page: 129 year: 1998 ident: 10.1016/j.desal.2025.118773_bb0270 article-title: Management model for conjunctive use of coastal surface water and ground water publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)0733-9496(1998)124:3(129) – volume: 70 start-page: 139 year: 2013 ident: 10.1016/j.desal.2025.118773_bb0465 article-title: General models for estimating daily global solar radiation for different solar radiation zones in mainland China publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2013.03.004 – volume: 33 start-page: 555 year: 2019 ident: 10.1016/j.desal.2025.118773_bb0065 article-title: Pumping optimization of coastal aquifers using seawater intrusion models of variable-fidelity and evolutionary algorithms publication-title: Water Resour. Manag. doi: 10.1007/s11269-018-2116-0 – volume: 12 start-page: 1165 year: 1976 ident: 10.1016/j.desal.2025.118773_bb0100 article-title: A single-potential solution for regional interface problems in coastal aquifers publication-title: Water Resour. Res. doi: 10.1029/WR012i006p01165 – volume: 11 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0225 article-title: Modelling and management of saltwater intrusion in a coastal aquifer system: a regional-scale study publication-title: Groundw. Sustain. Dev. doi: 10.1016/j.gsd.2020.100479 – year: 1989 ident: 10.1016/j.desal.2025.118773_bb0295 – volume: 29 start-page: 45 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0135 article-title: Development of an efficient conjunctive meta-model-based decision-making framework for saltwater intrusion management in coastal aquifers publication-title: J. Hydrol. Res. – volume: 10 start-page: 103 year: 2019 ident: 10.1016/j.desal.2025.118773_bb0355 article-title: Comparison of evolutionary multi objective optimization algorithms in optimum design of water distribution network publication-title: Ain Shams Eng. J. doi: 10.1016/j.asej.2018.04.003 – volume: 377 start-page: 80 year: 2009 ident: 10.1016/j.desal.2025.118773_bb0430 article-title: Decomposition of the mean squared error and NSE performance criteria: implications for improving hydrological modelling publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2009.08.003 – volume: 47 year: 2011 ident: 10.1016/j.desal.2025.118773_bb0420 article-title: On typical range, sensitivity, and normalization of mean squared error and Nash-Sutcliffe efficiency type metrics publication-title: Water Resour. Res. doi: 10.1029/2011WR010962 – volume: 479 start-page: 13 year: 2013 ident: 10.1016/j.desal.2025.118773_bb0195 article-title: Development of a multi-objective optimization algorithm using surrogate models for coastal aquifer management publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2012.10.050 – volume: 338 year: 2023 ident: 10.1016/j.desal.2025.118773_bb0005 article-title: Simulation-based multi-objective optimization framework for sustainable management of coastal aquifers in semi-arid regions publication-title: J. Environ. Manag. doi: 10.1016/j.jenvman.2023.117785 – volume: 51 start-page: 3 year: 2013 ident: 10.1016/j.desal.2025.118773_bb0290 article-title: Seawater intrusion processes, investigation and management: recent advances and future challenges publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2012.03.004 – volume: 34 start-page: 3551 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0015 article-title: Groundwater circulation well for controlling saltwater intrusion in coastal aquifers: numerical study with experimental validation publication-title: Water Resour. Manag. doi: 10.1007/s11269-020-02635-z – volume: 21 start-page: 1109 year: 2011 ident: 10.1016/j.desal.2025.118773_bb0320 article-title: Direct multisearch for multiobjective optimization publication-title: SIAM J. Optim. doi: 10.1137/10079731X – volume: 71 start-page: 572 year: 2012 ident: 10.1016/j.desal.2025.118773_bb0460 article-title: Sensitivity of APSIM/ORYZA model due to estimation errors in solar radiation publication-title: Bragantia doi: 10.1590/S0006-87052012000400016 – volume: 29 year: 2015 ident: 10.1016/j.desal.2025.118773_bb0095 article-title: Multi-objective optimization of different management scenarios to control seawater intrusion in coastal aquifers publication-title: Water Resour. Manag. doi: 10.1007/s11269-015-0914-1 – volume: 19 start-page: 339 year: 2014 ident: 10.1016/j.desal.2025.118773_bb0060 article-title: Optimal management of a freshwater lens in a small island using surrogate models and evolutionary algorithms publication-title: J. Hydrol. Eng. doi: 10.1061/(ASCE)HE.1943-5584.0000809 – volume: 10 start-page: 282 year: 1970 ident: 10.1016/j.desal.2025.118773_bb0415 article-title: River flow forecasting through conceptual models part I — a discussion of principles publication-title: J. Hydrol. doi: 10.1016/0022-1694(70)90255-6 – volume: 26 start-page: 293 year: 2001 ident: 10.1016/j.desal.2025.118773_bb0045 article-title: Application of optimisation techniques in groundwater quantity and quality management publication-title: Sadhana doi: 10.1007/BF02703402 – volume: 22 year: 2017 ident: 10.1016/j.desal.2025.118773_bb0250 article-title: Multivariate adaptive regression spline ensembles for management of multilayered coastal aquifers publication-title: J. Hydrol. Eng. doi: 10.1061/(ASCE)HE.1943-5584.0001550 – volume: 26 start-page: 923 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0160 article-title: Comparative study of surrogate models for groundwater contamination source identification at DNAPL-contaminated sites publication-title: Hydrogeol. J. doi: 10.1007/s10040-017-1690-1 – volume: 19 start-page: 1 year: 1991 ident: 10.1016/j.desal.2025.118773_bb0365 article-title: Multivariate adaptive regression splines publication-title: Ann. Stat. – volume: 32 start-page: 2405 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0175 article-title: Development and implementation of support vector machine regression surrogate models for predicting groundwater pumping-induced saltwater intrusion into coastal aquifers publication-title: Water Resour. Manag. doi: 10.1007/s11269-018-1936-2 – volume: 19 start-page: 295 year: 2005 ident: 10.1016/j.desal.2025.118773_bb0050 article-title: Optimal management of coastal aquifers using linked simulation optimization approach publication-title: Water Resour. Manag. doi: 10.1007/s11269-005-3180-9 – volume: 24 start-page: 12469 year: 2020 ident: 10.1016/j.desal.2025.118773_bb0490 article-title: Development of operation multi-objective model of dam reservoir under conditions of temperature variation and loading using NSGA-II and DANN models: a case study of Karaj/Amir Kabir dam publication-title: Soft. Comput. doi: 10.1007/s00500-020-04686-1 – volume: 51 start-page: 90 year: 2019 ident: 10.1016/j.desal.2025.118773_bb0070 article-title: Pumping optimization of coastal aquifers using probabilistic search – case study: quaternary aquifer of El-Arish Rafah, Egypt publication-title: Hydrol. Res. doi: 10.2166/nh.2019.093 – volume: 64 start-page: 23 year: 2024 ident: 10.1016/j.desal.2025.118773_bb0220 article-title: An efficient surrogate-based multi-objective optimisation framework with novel sampling strategy for sustainable island groundwater management publication-title: Adv. Geosci. doi: 10.5194/adgeo-64-23-2024 – volume: 480 start-page: 33 year: 2013 ident: 10.1016/j.desal.2025.118773_bb0450 article-title: Performance evaluation of hydrological models: statistical significance for reducing subjectivity in goodness-of-fit assessments publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2012.12.004 – volume: 619 year: 2023 ident: 10.1016/j.desal.2025.118773_bb0025 article-title: Fast desalinization of residual saltwater using subsurface dams combined with saltwater discharge or freshwater recharge publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2023.129282 – volume: 13 start-page: 4069 year: 2022 ident: 10.1016/j.desal.2025.118773_bb0120 article-title: Comparison of multi-objective genetic algorithms for optimization of cascade reservoir systems publication-title: J. Water Clim. Chang. doi: 10.2166/wcc.2022.290 – volume: 393 start-page: 245 year: 2010 ident: 10.1016/j.desal.2025.118773_bb0200 article-title: Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2010.08.023 – volume: 35 start-page: 1479 year: 2021 ident: 10.1016/j.desal.2025.118773_bb0185 article-title: Surrogate-based stochastic multiobjective optimization for coastal aquifer management under parameter uncertainty publication-title: Water Resour. Manag. doi: 10.1007/s11269-021-02796-5 – volume: 18 start-page: 666 year: 2016 ident: 10.1016/j.desal.2025.118773_bb0140 article-title: Optimal groundwater management using state-space surrogate models: a case study for an arid coastal region publication-title: J. Hydroinf. doi: 10.2166/hydro.2016.086 – volume: 20 start-page: 1247 year: 2018 ident: 10.1016/j.desal.2025.118773_bb0215 article-title: Trained meta-models and evolutionary algorithm based multi-objective management of coastal aquifers under parameter uncertainty publication-title: J. Hydroinf. doi: 10.2166/hydro.2018.087 – volume: 53 start-page: 1922 year: 2021 ident: 10.1016/j.desal.2025.118773_bb0400 article-title: Design optimizations of carbon fibre reinforced polymer isogrid lower limb prosthesis using particle swarm optimization and Lichtenberg algorithm publication-title: Eng. Optim. doi: 10.1080/0305215X.2020.1839442 |
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| Title | Relative assessment of constrained multiple objective optimization techniques for optimal pumping strategy design to mitigate saline water intrusion in coastal groundwater systems |
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