Optimum socio-environmental flows approach for reservoir operation strategy using many-objectives evolutionary optimization algorithm

Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to combine environmental flow objectives (e.g. water quality, ecosystem) with social flow objectives (e.g. hydropower, water supply and agricultu...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	The Science of the total environment Ročník 651; číslo Pt 2; s. 1877 - 1891
Hlavní autori:	Al-Jawad, Jafar Y., Alsaffar, Hassan M., Bertram, Douglas, Kalin, Robert M.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Netherlands Elsevier B.V 15.02.2019
Predmet:	algorithms Auto-adaptive constraints basins Borg MOEA decision making decision support systems Diyala River basin ecosystems Environmental flows regime financial economics income Iraq issues and policy land use water power water quality Water resources management water supply watersheds ε-DSEA Iraq ε-DSEA Water resources management Borg MOEA Auto-adaptive constraints Diyala River basin Environmental flows regime
ISSN:	0048-9697, 1879-1026, 1879-1026
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Abstract	Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to combine environmental flow objectives (e.g. water quality, ecosystem) with social flow objectives (e.g. hydropower, water supply and agriculture). Hence, a novel Optimum Social-Environmental Flows (OSEF) with Auto-Adaptive Constraints (AAC) approach introduced as a river basin management decision support tool. The OSEF-AAC approach integrates Socio-Environmental (SE) objectives with convergence booster support to soften any computational challenges. Nine SE objectives and 396 decision variables modelled for Iraq's Diyala river basin. The approach's effectiveness evaluated using two non-environmental models and two inflows' scenarios. The advantage of OSEF-AAC approved, and other decision support alternatives highlighted that could enhance river basin SE sectors' revenues, as river basin economic benefits will improve as well. However, advanced land use and water exploitation policy would need adoption to secure the basin's SE sectors. [Display omitted] •Decision makers rarely considered environmental flows regime in their strategy•Novel optimum socio-environmental flows (OSEF-AAC) approach was developed•The approach evaluated by a case study using nine objectives with two optimizers•The robustness of OSEF-AAC is endorsed by improving river basin environments and revenues
AbstractList	Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to combine environmental flow objectives (e.g. water quality, ecosystem) with social flow objectives (e.g. hydropower, water supply and agriculture). Hence, a novel Optimum Social-Environmental Flows (OSEF) with Auto-Adaptive Constraints (AAC) approach introduced as a river basin management decision support tool. The OSEF-AAC approach integrates Socio-Environmental (SE) objectives with convergence booster support to soften any computational challenges. Nine SE objectives and 396 decision variables modelled for Iraq's Diyala river basin. The approach's effectiveness evaluated using two non-environmental models and two inflows' scenarios. The advantage of OSEF-AAC approved, and other decision support alternatives highlighted that could enhance river basin SE sectors' revenues, as river basin economic benefits will improve as well. However, advanced land use and water exploitation policy would need adoption to secure the basin's SE sectors. Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to combine environmental flow objectives (e.g. water quality, ecosystem) with social flow objectives (e.g. hydropower, water supply and agriculture). Hence, a novel Optimum Social-Environmental Flows (OSEF) with Auto-Adaptive Constraints (AAC) approach introduced as a river basin management decision support tool. The OSEF-AAC approach integrates Socio-Environmental (SE) objectives with convergence booster support to soften any computational challenges. Nine SE objectives and 396 decision variables modelled for Iraq's Diyala river basin. The approach's effectiveness evaluated using two non-environmental models and two inflows' scenarios. The advantage of OSEF-AAC approved, and other decision support alternatives highlighted that could enhance river basin SE sectors' revenues, as river basin economic benefits will improve as well. However, advanced land use and water exploitation policy would need adoption to secure the basin's SE sectors.Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to combine environmental flow objectives (e.g. water quality, ecosystem) with social flow objectives (e.g. hydropower, water supply and agriculture). Hence, a novel Optimum Social-Environmental Flows (OSEF) with Auto-Adaptive Constraints (AAC) approach introduced as a river basin management decision support tool. The OSEF-AAC approach integrates Socio-Environmental (SE) objectives with convergence booster support to soften any computational challenges. Nine SE objectives and 396 decision variables modelled for Iraq's Diyala river basin. The approach's effectiveness evaluated using two non-environmental models and two inflows' scenarios. The advantage of OSEF-AAC approved, and other decision support alternatives highlighted that could enhance river basin SE sectors' revenues, as river basin economic benefits will improve as well. However, advanced land use and water exploitation policy would need adoption to secure the basin's SE sectors. Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to combine environmental flow objectives (e.g. water quality, ecosystem) with social flow objectives (e.g. hydropower, water supply and agriculture). Hence, a novel Optimum Social-Environmental Flows (OSEF) with Auto-Adaptive Constraints (AAC) approach introduced as a river basin management decision support tool. The OSEF-AAC approach integrates Socio-Environmental (SE) objectives with convergence booster support to soften any computational challenges. Nine SE objectives and 396 decision variables modelled for Iraq's Diyala river basin. The approach's effectiveness evaluated using two non-environmental models and two inflows' scenarios. The advantage of OSEF-AAC approved, and other decision support alternatives highlighted that could enhance river basin SE sectors' revenues, as river basin economic benefits will improve as well. However, advanced land use and water exploitation policy would need adoption to secure the basin's SE sectors. [Display omitted] •Decision makers rarely considered environmental flows regime in their strategy•Novel optimum socio-environmental flows (OSEF-AAC) approach was developed•The approach evaluated by a case study using nine objectives with two optimizers•The robustness of OSEF-AAC is endorsed by improving river basin environments and revenues
Author	Alsaffar, Hassan M. Kalin, Robert M. Bertram, Douglas Al-Jawad, Jafar Y.
Author_xml	– sequence: 1 givenname: Jafar Y. orcidid: 0000-0003-1819-8599 surname: Al-Jawad fullname: Al-Jawad, Jafar Y. email: jafar.al-jawad@strath.ac.uk organization: Department of Civil and Environmental Engineering, University of Strathclyde Glasgow 75 Montrose St, Glasgow G1 1XJ, United Kingdom of Great Britain and Northern Ireland – sequence: 2 givenname: Hassan M. surname: Alsaffar fullname: Alsaffar, Hassan M. organization: National Center for Water Resources Management, Ministry of Water Resources, Baghdad, Iraq – sequence: 3 givenname: Douglas surname: Bertram fullname: Bertram, Douglas email: douglas.bertram@strath.ac.uk organization: Department of Civil and Environmental Engineering, University of Strathclyde Glasgow 75 Montrose St, Glasgow G1 1XJ, United Kingdom of Great Britain and Northern Ireland – sequence: 4 givenname: Robert M. surname: Kalin fullname: Kalin, Robert M. email: robert.kalin@strath.ac.uk organization: Department of Civil and Environmental Engineering, University of Strathclyde Glasgow 75 Montrose St, Glasgow G1 1XJ, United Kingdom of Great Britain and Northern Ireland
BackLink	https://www.ncbi.nlm.nih.gov/pubmed/30317175$$D View this record in MEDLINE/PubMed
BookMark	eNqNkc1u3CAUhVGVqJmkfYWWZTeegvEPLLqIorapFCmbdI0wvkwY2eACdjXd572DM2kW3TRsQPCdg-455-jEeQcIfaRkSwltPu-3UdvkE7hlWxLK8-2WNOwN2lDeioKSsjlBG0IqXohGtGfoPMY9yavl9C06Y4TRlrb1Bj3cTsmO84ij19YX2c8G70ZwSQ3YDP53xGqaglf6HhsfcIAIYfE2YD9BUMl6h2PKB9gd8Byt2-FRuUPhuz3oZBeIGBY_zCuowiGr8nf2z1Gohp0PNt2P79CpUUOE98_7Bfr57evd1XVxc_v9x9XlTaErUqWCA2eCVqAoFyXpFCNEN6IEqllFREdrJrqeG9qb2lAtuo72jIPoG1UbQ_qGXaBPR9880a8ZYpKjjRqGQTnwc5RlNq6rui3FK9CcuyhFu6IfntG5G6GXU7BjnlX-TTkD7RHQwccYwLwglMi1T7mXL33Ktc_1IfeZlV_-UWbsKbycuR1eob886iGnulgIKwdOQ29D7kf23v7X4xEovsbZ
CitedBy_id	crossref_primary_10_1016_j_scitotenv_2021_151630 crossref_primary_10_1016_j_scitotenv_2020_138927 crossref_primary_10_2166_ws_2021_226 crossref_primary_10_1016_j_jenvman_2022_115653 crossref_primary_10_1016_j_aei_2024_102959 crossref_primary_10_3390_su12030966 crossref_primary_10_3390_su16177475 crossref_primary_10_3390_w11091769 crossref_primary_10_1038_s41598_022_10262_4 crossref_primary_10_1016_j_jenvman_2025_126540 crossref_primary_10_1109_ACCESS_2019_2929196 crossref_primary_10_1007_s11269_022_03131_2 crossref_primary_10_1016_j_engappai_2024_108264 crossref_primary_10_1016_j_jhydrol_2024_132123 crossref_primary_10_1016_j_jenvman_2021_113884 crossref_primary_10_3390_ijerph16193694 crossref_primary_10_1016_j_jenvman_2019_03_045 crossref_primary_10_1016_j_scitotenv_2023_165640 crossref_primary_10_1016_j_jenvman_2024_122231 crossref_primary_10_1016_j_envdev_2019_100460
Cites_doi	10.1061/(ASCE)WR.1943-5452.0000302 10.1007/s11269-014-0700-5 10.1162/EVCO_a_00053 10.1890/130134 10.5194/nhess-9-1973-2009 10.1016/j.envsci.2013.10.003 10.1016/j.advwatres.2005.07.010 10.1016/j.jhydrol.2009.07.061 10.1007/s11269-016-1274-1 10.1016/j.asoc.2009.08.016 10.1016/j.advwatres.2016.04.006 10.1080/0305215X.2012.685074 10.1016/j.scitotenv.2016.05.029 10.4236/jwarp.2009.14033 10.1080/10807039.2017.1285692 10.1016/S0045-7825(01)00323-1 10.1016/j.jhydrol.2010.06.031 10.1016/j.advwatres.2011.07.004 10.1016/j.procs.2014.09.077 10.1016/j.scitotenv.2018.03.172 10.2166/hydro.2008.019 10.2166/hydro.2009.042 10.1016/j.advwatres.2012.01.005 10.1162/EVCO_a_00075 10.1109/TEVC.2013.2258025 10.1007/s10898-012-9955-7 10.1016/0309-1708(77)90025-2 10.1016/j.envsoft.2016.06.028 10.1016/j.jenvman.2017.03.081 10.1061/(ASCE)WR.1943-5452.0000570 10.1061/(ASCE)WR.1943-5452.0000053 10.1016/j.advwatres.2017.09.014 10.1061/(ASCE)0733-9496(1995)121:3(251) 10.1016/j.scitotenv.2016.09.165 10.1073/pnas.0610471104 10.1016/j.envsoft.2016.11.020 10.1061/(ASCE)CP.1943-5487.0000213 10.1111/j.1752-1688.2001.tb05486.x 10.1016/j.scitotenv.2017.06.265 10.1016/j.ins.2016.06.005 10.1007/s11269-009-9488-0 10.1016/j.envsoft.2012.12.007 10.1061/(ASCE)IR.1943-4774.0001105 10.1016/j.envsoft.2014.09.013 10.3390/en8076962 10.1109/4235.996017 10.1002/2013WR014700 10.1016/j.envsoft.2014.02.011 10.1109/TEVC.2014.2308294 10.1016/j.eswa.2010.12.119 10.1038/nclimate2765
ContentType	Journal Article
Copyright	2018 Elsevier B.V. Copyright © 2018 Elsevier B.V. All rights reserved.
Copyright_xml	– notice: 2018 Elsevier B.V. – notice: Copyright © 2018 Elsevier B.V. All rights reserved.
DBID	AAYXX CITATION NPM 7X8 7S9 L.6
DOI	10.1016/j.scitotenv.2018.10.063
DatabaseName	CrossRef PubMed MEDLINE - Academic AGRICOLA AGRICOLA - Academic
DatabaseTitle	CrossRef PubMed MEDLINE - Academic AGRICOLA AGRICOLA - Academic
DatabaseTitleList	AGRICOLA MEDLINE - Academic PubMed
Database_xml	– sequence: 1 dbid: NPM name: PubMed url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: 7X8 name: MEDLINE - Academic url: https://search.proquest.com/medline sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Public Health Biology Environmental Sciences
EISSN	1879-1026
EndPage	1891
ExternalDocumentID	30317175 10_1016_j_scitotenv_2018_10_063 S0048969718339366
Genre	Journal Article
GeographicLocations	Iraq
GeographicLocations_xml	– name: Iraq
GroupedDBID	--- --K --M .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5VS 7-5 71M 8P~ 9JM AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAXUO ABFNM ABFYP ABJNI ABLST ABMAC ABYKQ ACDAQ ACGFS ACRLP ADBBV ADEZE AEBSH AEKER AENEX AFKWA AFTJW AFXIZ AGUBO AGYEJ AHEUO AHHHB AIEXJ AIKHN AITUG AJOXV AKIFW ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BKOJK BLECG BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN G-Q GBLVA IHE J1W K-O KCYFY KOM LY9 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RIG RNS ROL RPZ SCU SDF SDG SDP SES SPCBC SSJ SSZ T5K ~02 ~G- ~KM 53G 9DU AAHBH AAQXK AATTM AAXKI AAYJJ AAYWO AAYXX ABEFU ABWVN ABXDB ACLOT ACRPL ACVFH ADCNI ADMUD ADNMO ADXHL AEGFY AEIPS AEUPX AFJKZ AFPUW AGHFR AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION EFKBS FEDTE FGOYB G-2 HMC HVGLF HZ~ R2- SEN SEW WUQ XPP ZXP ZY4 ~HD NPM 7X8 7S9 L.6
ID	FETCH-LOGICAL-c404t-8e83914ea18920ba300c692e1c3409b1539bd8f1df5f1c9bb1d38e9d6a5ff0d63
ISICitedReferencesCount	25
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000450551600023&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0048-9697 1879-1026
IngestDate	Sun Sep 28 07:02:10 EDT 2025 Thu Oct 02 11:56:02 EDT 2025 Wed Feb 19 02:44:38 EST 2025 Tue Nov 18 21:41:11 EST 2025 Sat Nov 29 07:26:51 EST 2025 Fri Feb 23 02:33:02 EST 2024
IsPeerReviewed	true
IsScholarly	true
Issue	Pt 2
Keywords	ε-DSEA Water resources management Borg MOEA Auto-adaptive constraints Diyala River basin Environmental flows regime
Language	English
License	Copyright © 2018 Elsevier B.V. All rights reserved.
LinkModel	OpenURL
MergedId	FETCHMERGED-LOGICAL-c404t-8e83914ea18920ba300c692e1c3409b1539bd8f1df5f1c9bb1d38e9d6a5ff0d63
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23
ORCID	0000-0003-1819-8599
PMID	30317175
PQID	2120192979
PQPubID	23479
PageCount	15
ParticipantIDs	proquest_miscellaneous_2189545729 proquest_miscellaneous_2120192979 pubmed_primary_30317175 crossref_primary_10_1016_j_scitotenv_2018_10_063 crossref_citationtrail_10_1016_j_scitotenv_2018_10_063 elsevier_sciencedirect_doi_10_1016_j_scitotenv_2018_10_063
PublicationCentury	2000
PublicationDate	2019-02-15
PublicationDateYYYYMMDD	2019-02-15
PublicationDate_xml	– month: 02 year: 2019 text: 2019-02-15 day: 15
PublicationDecade	2010
PublicationPlace	Netherlands
PublicationPlace_xml	– name: Netherlands
PublicationTitle	The Science of the total environment
PublicationTitleAlternate	Sci Total Environ
PublicationYear	2019
Publisher	Elsevier B.V
Publisher_xml	– name: Elsevier B.V
References	Vrugt, Robinson (bb0320) 2007; 104 Maier, Kapelan, Kasprzyk, Kollat, Matott, Cunha, Dandy, Gibbs, Keedwell, Marchi, Ostfeld, Savic, Solomatine, Vrugt, Zecchin, Minsker, Barbour, Kuczera, Pasha, Castelletti, Giuliani, Reed (bb0245) 2014; 62 Salazar, Reed, Herman, Giuliani, Castelletti (bb0295) 2016; 92 Dittmann, Froehlich, Pohl, Ostrowski (bb0125) 2009; 9 Wang, Chang, Chang (bb0325) 2011; 34 Zitzler, Laumanns, Thiele (bb0350) 2002 Horne, Szemis, Kaur, Webb, Stewardson, Costa, Boland (bb0180) 2016; 84 Dai, Zhang, Wang, Jiang, Dai, Mao, Wang (bb0100) 2017; 23 Kollat, Reed (bb0215) 2006; 29 Kubba, Joodi, Al-Sudani (bb2015) 2014; 3 Alsaffar (bb0050) 2017 Deb, Pratap, Agarwal, Meyarivan (bb0120) 2002; 6 Simon (bb0305) 2013 Karafotias, Hoogendoorn, Eiben (bb0200) 2015; 19 SGI, (Studio Galli Ingegneria S.p.A.), MED, (INGEGNERIA S.r.l.), EL CONCORDE, (Construction LLC) (bb2010) 2014 Van Veldhuizen, Lamont (bb0315) 1998 Li, Li, Tang, Yao (bb0225) 2015; 48 Chang, Chang (bb0070) 2009; 377 Kim, Heo, Bae, Kim (bb0210) 2008; 10 Giacomoni, Kanta, Zechman (bb0130) 2013; 139 Coello, Lamont, van Veldhuizen (bb0090) 2007 Giuliani, Herman, Castelletti, Reed (bb0140) 2014; 50 Horne, Kaur, Szemis, Costa, Webb, Nathan, Stewardson, Lowe, Boland (bb0185) 2017; 88 Ahmad, El-Shafie, Razali, Mohamad (bb0015) 2014; 28 Reddy, Kumar (bb0280) 2009; 11 Ahmadianfar, Adib, Taghian, Faculty, Resources (bb0020) 2015; 5 Nicklow, Reed, Savic, Dessalegne, Harrell, Chan-Hilton, Karamouz, Minsker, Ostfeld, Singh, Zechman (bb0260) 2010; 136 Hadka, Reed (bb0155) 2013; 21 Hadka, Reed, Simpson (bb0160) 2012 Chen, Chen, Leon, Li (bb0080) 2016; 30 Deb, Jain (bb0115) 2013; 18 Curry, Dagli (bb0095) 2014; 36 Lokman, Köksalan (bb0235) 2013; 57 Saleh (bb2020) 2013; 3 Yang (bb0340) 1996 Amirkhani, Bozorg-Haddad, Fallah-Mehdipour, Loáiciga (bb0055) 2016; 142 Schardong, Ph, Simonovic, Asce, Vasan (bb0300) 2013; 27 He, Yen, Zhang (bb0175) 2014; 18 Uen, Chang, Zhou, Tsai (bb0310) 2018; 633 Alrajoula, Al Zayed, Elagib, Hamdi (bb0045) 2016; 566–567 Li, Qiu (bb0220) 2015; 8 Poff, Brown, Grantham, Matthews, Palmer, Spence, Wilby, Haasnoot, Mendoza, Dominique, Baeza (bb0265) 2016; 6 Ali (bb0025) 2016 Chang, Chang, Wang, Dai (bb0075) 2010; 390 Hakimi-Asiabar, Ghodsypour, Kerachian (bb0170) 2010; 10 Acreman, Arthington, Colloff, Couch, Crossman, Dyer, Overton, Pollino, Stewardson, Young (bb0010) 2014; 12 Al-Jawad, Tanyimboh (bb0030) 2017; 197 Carriaga, Mays (bb0065) 1995; 121 Regulwar (bb0290) 2009; 01 Giuliani, Galelli, Soncini-Sessa (bb0135) 2014; 57 Qi, Bao, Ma, Miao, Li (bb0270) 2016; 367–368 Hurford, Huskova, Harou (bb0190) 2014; 38 Abraham, Jain, Goldberg (bb0005) 2005 Kasprzyk, Nataraj, Reed, Lempert (bb0205) 2013; 42 Reed, Hadka, Herman, Kasprzyk, Kollat (bb0285) 2013; 51 Salazar, Reed, Quinn, Giuliani, Castelletti (bb2005) 2017; 109 Rani, Moreira (bb0275) 2010; 24 Coello Coello (bb0085) 2002; 191 Li, Cui, Li, Wang, Cai, Cui, Yang (bb0230) 2017; 575 Hadka, Reed (bb0150) 2012; 20 Zitzler (bb0345) 1999 Giuliani, Castelletti, Pianosi, Mason, Reed (bb0145) 2016; 142 Al-Jawad, Tanyimboh, Kalin (bb0040) 2018 (bb0060) 2000 Al-Jawad, Al-Jawad, Tanyimboh, Kalin (bb0035) 2018 Yan, Ludwig, Huang, Werners (bb0335) 2017; 607–608 Deb, Datta (bb0110) 2013; 45 Haimes, Hall (bb0165) 1977; 1 Nicklow, Mays (bb0255) 2001; 37 Loucks (bb0240) 2012 Deb (bb0105) 2001 Malekmohammadi, Zahraie, Kerachian (bb0250) 2011; 38 Woodruff, Simpson, Reed (bb0330) 2015 Dai (10.1016/j.scitotenv.2018.10.063_bb0100) 2017; 23 Qi (10.1016/j.scitotenv.2018.10.063_bb0270) 2016; 367–368 He (10.1016/j.scitotenv.2018.10.063_bb0175) 2014; 18 Carriaga (10.1016/j.scitotenv.2018.10.063_bb0065) 1995; 121 Chang (10.1016/j.scitotenv.2018.10.063_bb0075) 2010; 390 Kollat (10.1016/j.scitotenv.2018.10.063_bb0215) 2006; 29 Nicklow (10.1016/j.scitotenv.2018.10.063_bb0260) 2010; 136 Alsaffar (10.1016/j.scitotenv.2018.10.063_bb0050) 2017 Al-Jawad (10.1016/j.scitotenv.2018.10.063_bb0030) 2017; 197 Haimes (10.1016/j.scitotenv.2018.10.063_bb0165) 1977; 1 Reed (10.1016/j.scitotenv.2018.10.063_bb0285) 2013; 51 Uen (10.1016/j.scitotenv.2018.10.063_bb0310) 2018; 633 Kubba (10.1016/j.scitotenv.2018.10.063_bb2015) 2014; 3 Al-Jawad (10.1016/j.scitotenv.2018.10.063_bb0035) 2018 Giuliani (10.1016/j.scitotenv.2018.10.063_bb0140) 2014; 50 Kim (10.1016/j.scitotenv.2018.10.063_bb0210) 2008; 10 Yan (10.1016/j.scitotenv.2018.10.063_bb0335) 2017; 607–608 Saleh (10.1016/j.scitotenv.2018.10.063_bb2020) 2013; 3 Alrajoula (10.1016/j.scitotenv.2018.10.063_bb0045) 2016; 566–567 Coello (10.1016/j.scitotenv.2018.10.063_bb0090) 2007 Kasprzyk (10.1016/j.scitotenv.2018.10.063_bb0205) 2013; 42 Hurford (10.1016/j.scitotenv.2018.10.063_bb0190) 2014; 38 Hadka (10.1016/j.scitotenv.2018.10.063_bb0155) 2013; 21 Hakimi-Asiabar (10.1016/j.scitotenv.2018.10.063_bb0170) 2010; 10 Yang (10.1016/j.scitotenv.2018.10.063_bb0340) 1996 Ahmadianfar (10.1016/j.scitotenv.2018.10.063_bb0020) 2015; 5 Woodruff (10.1016/j.scitotenv.2018.10.063_bb0330) 2015 Al-Jawad (10.1016/j.scitotenv.2018.10.063_bb0040) 2018 Hadka (10.1016/j.scitotenv.2018.10.063_bb0160) 2012 Giuliani (10.1016/j.scitotenv.2018.10.063_bb0145) 2016; 142 (10.1016/j.scitotenv.2018.10.063_bb0060) 2000 Rani (10.1016/j.scitotenv.2018.10.063_bb0275) 2010; 24 Chang (10.1016/j.scitotenv.2018.10.063_bb0070) 2009; 377 Li (10.1016/j.scitotenv.2018.10.063_bb0225) 2015; 48 Li (10.1016/j.scitotenv.2018.10.063_bb0230) 2017; 575 Chen (10.1016/j.scitotenv.2018.10.063_bb0080) 2016; 30 Zitzler (10.1016/j.scitotenv.2018.10.063_bb0345) 1999 Lokman (10.1016/j.scitotenv.2018.10.063_bb0235) 2013; 57 Zitzler (10.1016/j.scitotenv.2018.10.063_bb0350) 2002 Vrugt (10.1016/j.scitotenv.2018.10.063_bb0320) 2007; 104 Amirkhani (10.1016/j.scitotenv.2018.10.063_bb0055) 2016; 142 Poff (10.1016/j.scitotenv.2018.10.063_bb0265) 2016; 6 Giacomoni (10.1016/j.scitotenv.2018.10.063_bb0130) 2013; 139 Salazar (10.1016/j.scitotenv.2018.10.063_bb2005) 2017; 109 Deb (10.1016/j.scitotenv.2018.10.063_bb0110) 2013; 45 Ali (10.1016/j.scitotenv.2018.10.063_bb0025) 2016 Deb (10.1016/j.scitotenv.2018.10.063_bb0105) 2001 Acreman (10.1016/j.scitotenv.2018.10.063_bb0010) 2014; 12 Simon (10.1016/j.scitotenv.2018.10.063_bb0305) 2013 Curry (10.1016/j.scitotenv.2018.10.063_bb0095) 2014; 36 Horne (10.1016/j.scitotenv.2018.10.063_bb0185) 2017; 88 Maier (10.1016/j.scitotenv.2018.10.063_bb0245) 2014; 62 Reddy (10.1016/j.scitotenv.2018.10.063_bb0280) 2009; 11 Schardong (10.1016/j.scitotenv.2018.10.063_bb0300) 2013; 27 Deb (10.1016/j.scitotenv.2018.10.063_bb0115) 2013; 18 Wang (10.1016/j.scitotenv.2018.10.063_bb0325) 2011; 34 Malekmohammadi (10.1016/j.scitotenv.2018.10.063_bb0250) 2011; 38 Loucks (10.1016/j.scitotenv.2018.10.063_bb0240) 2012 Nicklow (10.1016/j.scitotenv.2018.10.063_bb0255) 2001; 37 Hadka (10.1016/j.scitotenv.2018.10.063_bb0150) 2012; 20 Coello Coello (10.1016/j.scitotenv.2018.10.063_bb0085) 2002; 191 Karafotias (10.1016/j.scitotenv.2018.10.063_bb0200) 2015; 19 Van Veldhuizen (10.1016/j.scitotenv.2018.10.063_bb0315) 1998 Abraham (10.1016/j.scitotenv.2018.10.063_bb0005) 2005 Salazar (10.1016/j.scitotenv.2018.10.063_bb0295) 2016; 92 Deb (10.1016/j.scitotenv.2018.10.063_bb0120) 2002; 6 Li (10.1016/j.scitotenv.2018.10.063_bb0220) 2015; 8 Giuliani (10.1016/j.scitotenv.2018.10.063_bb0135) 2014; 57 Dittmann (10.1016/j.scitotenv.2018.10.063_bb0125) 2009; 9 Regulwar (10.1016/j.scitotenv.2018.10.063_bb0290) 2009; 01 Horne (10.1016/j.scitotenv.2018.10.063_bb0180) 2016; 84 Ahmad (10.1016/j.scitotenv.2018.10.063_bb0015) 2014; 28 SGI, (Studio Galli Ingegneria S.p.A.) (10.1016/j.scitotenv.2018.10.063_bb2010) 2014
References_xml	– volume: 1 start-page: 71 year: 1977 end-page: 81 ident: bb0165 article-title: Sensitivity, responsivity, stability and irreversibility as multiple objectives in civil systems publication-title: Adv. Water Resour. – year: 2016 ident: bb0025 article-title: Three dimensional hydro-morphological modeling of Tigris River publication-title: PhD. Thesis – volume: 19 start-page: 167 year: 2015 end-page: 187 ident: bb0200 article-title: Parameter control in evolutionary algorithms: trends and challenges publication-title: IEEE Trans. Evol. Comput. – volume: 36 start-page: 185 year: 2014 end-page: 191 ident: bb0095 article-title: Computational complexity measures for many-objective optimization problems publication-title: Procedia Comput. Sci. – volume: 142 year: 2016 ident: bb0145 article-title: Curses, tradeoffs, and scalable management: advancing evolutionary multiobjective direct policy search to improve water reservoir operations publication-title: J. Water Resour. Plan. Manag. – volume: 191 start-page: 1245 year: 2002 end-page: 1287 ident: bb0085 article-title: Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art publication-title: Comput. Methods Appl. Mech. Eng. – volume: 104 start-page: 708 year: 2007 end-page: 711 ident: bb0320 article-title: Improved evolutionary optimization from genetically adaptive multimethod search publication-title: Proc. Natl. Acad. Sci. – start-page: 12 year: 2015 ident: bb0330 article-title: Multi-objective evolutionary algorithms' performance in a support role publication-title: ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference – volume: 45 start-page: 503 year: 2013 end-page: 527 ident: bb0110 article-title: A bi-objective constrained optimization algorithm using a hybrid evolutionary and penalty function approach publication-title: Eng. Optim. – volume: 48 year: 2015 ident: bb0225 article-title: Many-objective evolutionary algorithms: a survey publication-title: ACM Comput. Surv. – volume: 9 start-page: 1973 year: 2009 end-page: 1980 ident: bb0125 article-title: Optimum multi-objective reservoir operation with emphasis on flood control and ecology publication-title: Nat. Hazards Earth Syst. Sci. – volume: 01 start-page: 271 year: 2009 end-page: 280 ident: bb0290 article-title: Multi objective multireservoir optimization in fuzzy environment for river sub basin development and management publication-title: J. Water Resour. Prot. – volume: 136 start-page: 412 year: 2010 end-page: 432 ident: bb0260 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: 121 start-page: 251 year: 1995 end-page: 259 ident: bb0065 article-title: Optimization modeling for sedimentation in alluvial Rivers publication-title: J. Water Resour. Plan. Manag. – volume: 27 start-page: 139 year: 2013 end-page: 147 ident: bb0300 article-title: Multiobjective evolutionary approach to optimal reservoir operation publication-title: J. Comput. Civ. Eng. – volume: 38 start-page: 72 year: 2014 end-page: 86 ident: bb0190 article-title: Using many-objective trade-off analysis to help dams promote economic development, protect the poor and enhance ecological health publication-title: Environ. Sci. Pol. – volume: 23 start-page: 814 year: 2017 end-page: 835 ident: bb0100 article-title: Multi-objective optimization of cascade reservoirs using NSGA-II: a case study of the Three Gorges-Gezhouba cascade reservoirs in the middle Yangtze River, China publication-title: Hum. Ecol. Risk. Assess. – volume: 566–567 start-page: 938 year: 2016 end-page: 948 ident: bb0045 article-title: Hydrological, socio-economic and reservoir alterations of Er Roseires am in Sudan publication-title: Sci. Total Environ. – volume: 29 start-page: 792 year: 2006 end-page: 807 ident: bb0215 article-title: Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design publication-title: Adv. Water Resour. – volume: 38 start-page: 7851 year: 2011 end-page: 7863 ident: bb0250 article-title: Ranking solutions of multi-objective reservoir operation optimization models using multi-criteria decision analysis publication-title: Expert Syst. Appl. – volume: 11 start-page: 79 year: 2009 end-page: 88 ident: bb0280 article-title: Performance evaluation of elitist-mutated multi-objective particle swarm optimization for integrated water resources management publication-title: J. Hydroinf. – volume: 3 start-page: 213 year: 2014 end-page: 225 ident: bb2015 article-title: Two dimensional mathematical model of contamination distribution in the lower reach publication-title: Int. J. Eng. Sci. Res. Technol. – volume: 633 start-page: 341 year: 2018 end-page: 351 ident: bb0310 article-title: Exploring synergistic benefits of water-food-energy Nexus through multi-objective reservoir optimization schemes publication-title: Sci. Total Environ. – volume: 139 start-page: 554 year: 2013 end-page: 564 ident: bb0130 article-title: Complex adaptive systems approach to simulate the sustainability of water resources and urbanization publication-title: J. Water Resour. Plan. Manag. – volume: 6 start-page: 25 year: 2016 end-page: 34 ident: bb0265 article-title: Sustainable water management under future uncertainty with eco-engineering decision scaling publication-title: Nat. Clim. Chang. – volume: 5 start-page: 167 year: 2015 end-page: 187 ident: bb0020 article-title: A multi-objective evolutionary algorithm using decomposition (Moea/D) and its application in multipurpose multi-reservoir operations publication-title: Int. J. Optim. Civ. Eng. – volume: 30 start-page: 2127 year: 2016 end-page: 2142 ident: bb0080 article-title: A genetic algorithm parallel strategy for optimizing the operation of reservoir with multiple eco-environmental objectives publication-title: Water Resour. Manag. – volume: 18 start-page: 577 year: 2013 end-page: 601 ident: bb0115 article-title: An Evolutionary Many-Objective Optimization Algorithm Using Reference-point Based Non-dominated Sorting Approach, Part I: Solving Problems with Box Constraints – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bb0120 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. – volume: 390 start-page: 66 year: 2010 end-page: 74 ident: bb0075 article-title: Constrained genetic algorithms for optimizing multi-use reservoir operation publication-title: J. Hydrol. – volume: 92 start-page: 172 year: 2016 end-page: 185 ident: bb0295 article-title: A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control publication-title: Adv. Water Resour. – year: 2001 ident: bb0105 article-title: Multi-objective optimization using evolutionary algorithms publication-title: Wiley-Interscience Series in Systems and Optimization – volume: 12 start-page: 466 year: 2014 end-page: 473 ident: bb0010 article-title: Environmental flows for natural, hybrid, and novel riverine ecosystems in a changing world publication-title: Front. Ecol. Environ. – volume: 607–608 start-page: 294 year: 2017 end-page: 303 ident: bb0335 article-title: Many-objective robust decision making for water allocation under climate change publication-title: Sci. Total Environ. – volume: 10 start-page: 163 year: 2008 ident: bb0210 article-title: Single-reservoir operating rules for a year using multiobjective genetic algorithm publication-title: J. Hydroinf. – volume: 62 start-page: 271 year: 2014 end-page: 299 ident: bb0245 article-title: Evolutionary algorithms and other metaheuristics in water resources: current status, research challenges and future directions publication-title: Environ. Model. Softw. – year: 1996 ident: bb0340 article-title: Sediment Transport: Theory and Practice – volume: 142 year: 2016 ident: bb0055 article-title: Multiobjective reservoir operation for water quality optimization publication-title: J. Irrig. Drain. Eng. – volume: 51 start-page: 438 year: 2013 end-page: 456 ident: bb0285 article-title: Evolutionary multiobjective optimization in water resources: the past, present, and future publication-title: Adv. Water Resour. – year: 2018 ident: bb0035 article-title: Comprehensive evolutionary algorithms performance assessment using a multi-objectives water resources management problem publication-title: Water Resour. Manag. – volume: 50 start-page: 3355 year: 2014 end-page: 3377 ident: bb0140 article-title: Many-objective reservoir policy identification and refinement to reduce policy inertia and myopia in water management publication-title: Water Resour. Res. – volume: 10 start-page: 1151 year: 2010 end-page: 1163 ident: bb0170 article-title: Deriving operating policies for multi-objective reservoir systems: application of self-learning genetic algorithm publication-title: Appl. Soft Comput. J. – start-page: 95 year: 2002 end-page: 100 ident: bb0350 article-title: SPEA2: improving the strength Pareto evolutionary algorithm for multiobjective optimization publication-title: Evolutionary Methods for Design, Optimisation, and Control – start-page: 221 year: 1998 end-page: 228 ident: bb0315 article-title: Evolutionary Computation and Convergence to a Pareto Front. Late Break. Pap. Genet. Program. 1998 Conf. – year: 2000 ident: bb0060 publication-title: Handbook of Evolutionary Computation – volume: 20 start-page: 423 year: 2012 end-page: 452 ident: bb0150 article-title: Diagnostic assessment of search controls and failure modes in many-objective evolutionary optimization publication-title: Evol. Comput. – volume: 109 start-page: 196 year: 2017 end-page: 210 ident: bb2005 article-title: Balancing exploration, uncertainty and computational demands in many objective reservoir optimization publication-title: Adv. Water Resour. – volume: 367–368 start-page: 529 year: 2016 end-page: 549 ident: bb0270 article-title: Self-adaptive multi-objective evolutionary algorithm based on decomposition for large-scale problems: a case study on reservoir flood control operation publication-title: Inf. Sci. (Ny). – volume: 377 start-page: 12 year: 2009 end-page: 20 ident: bb0070 article-title: Multi-objective evolutionary algorithm for operating parallel reservoir system publication-title: J. Hydrol. – volume: 88 start-page: 188 year: 2017 end-page: 199 ident: bb0185 article-title: Using optimization to develop a “designer” environmental flow regime publication-title: Environ. Model. Softw. – volume: 21 start-page: 1 year: 2013 end-page: 30 ident: bb0155 article-title: Borg: an auto-adaptive many-objective evolutionary computing framework publication-title: Evol. Comput. – volume: 42 start-page: 55 year: 2013 end-page: 71 ident: bb0205 article-title: Many objective robust decision making for complex environmental systems undergoing change publication-title: Environ. Model. Softw. – volume: 37 start-page: 197 year: 2001 end-page: 211 ident: bb0255 article-title: Optimal control of reservoir releases to minimize sedimentation in rivers and reservoirs publication-title: J. Am. Water Resour. Assoc. – volume: 84 start-page: 326 year: 2016 end-page: 338 ident: bb0180 article-title: Optimization tools for environmental water decisions: a review of strengths, weaknesses, and opportunities to improve adoption publication-title: Environ. Model. Softw. – volume: 28 start-page: 3391 year: 2014 end-page: 3405 ident: bb0015 article-title: Reservoir optimization in water resources: a review publication-title: Water Resour. Manag. – year: 2007 ident: bb0090 article-title: Evolutionary algorithms for solving multi-objective problems publication-title: Genetic and Evolutionary Computation – volume: 197 start-page: 275 year: 2017 end-page: 286 ident: bb0030 article-title: Reservoir operation using a robust evolutionary optimization algorithm publication-title: J. Environ. Manag. – year: 2018 ident: bb0040 article-title: ε-DSEA: a multi and many-objective evolutionary optimization algorithm based on novel self-adaptive technique publication-title: Appl. Soft Comput. – year: 2017 ident: bb0050 article-title: Personal Communication – volume: 8 start-page: 6962 year: 2015 end-page: 6976 ident: bb0220 article-title: Multi-objective reservoir optimization balancing energy generation and firm power publication-title: Energies – volume: 18 start-page: 269 year: 2014 end-page: 285 ident: bb0175 article-title: Fuzzy-based pareto optimality for many-objective evolutionary algorithms publication-title: IEEE Trans. Evol. Comput. – year: 2013 ident: bb0305 article-title: Evolutionary Optimization Algorithms: Biologically-inspired and Population-based Approaches to Computer Intelligence – volume: 57 start-page: 101 year: 2014 end-page: 114 ident: bb0135 article-title: A dimensionality reduction approach for many-objective Markov decision processes: application to a water reservoir operation problem publication-title: Environ. Model. Softw. – start-page: 10 year: 2012 end-page: 15 ident: bb0160 article-title: Diagnostic assessment of the borg MOEA for many-objective product family design problems publication-title: 2012 IEEE Congress on Evolutionary Computation, CEC 2012 – year: 2005 ident: bb0005 article-title: Evolutionary multiobjective optimization: theoretical advances and applications (Advanced Information and Knowledge Processing) – volume: 575 start-page: 970 year: 2017 end-page: 981 ident: bb0230 article-title: An improved multi-objective optimization model for supporting reservoir operation of China's south-to-north water diversion project publication-title: Sci. Total Environ. – volume: 34 start-page: 1343 year: 2011 end-page: 1351 ident: bb0325 article-title: Multi-tier interactive genetic algorithms for the optimization of long-term reservoir operation publication-title: Adv. Water Resour. – year: 1999 ident: bb0345 article-title: Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications – volume: 24 start-page: 1107 year: 2010 end-page: 1138 ident: bb0275 article-title: Simulation-optimization modeling: a survey and potential application in reservoir systems operation publication-title: Water Resour. Manag. – volume: 57 start-page: 347 year: 2013 end-page: 365 ident: bb0235 article-title: Finding all nondominated points of multi-objective integer programs publication-title: J. Glob. Optim. – start-page: 341 year: 2012 end-page: 349 ident: bb0240 article-title: Water resource management modeling in 2050 publication-title: Toward A Sustainable Water Future – volume: 3 start-page: 96 year: 2013 end-page: 105 ident: bb2020 article-title: A study of himreen reservoir water quality using in situ measurement and remote sensing techniques publication-title: J. Environ. Earth Sci. – year: 2014 ident: bb2010 article-title: The strategic study for water and land resources in Iraq – volume: 139 start-page: 554 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0130 article-title: Complex adaptive systems approach to simulate the sustainability of water resources and urbanization publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)WR.1943-5452.0000302 – volume: 28 start-page: 3391 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0015 article-title: Reservoir optimization in water resources: a review publication-title: Water Resour. Manag. doi: 10.1007/s11269-014-0700-5 – volume: 20 start-page: 423 year: 2012 ident: 10.1016/j.scitotenv.2018.10.063_bb0150 article-title: Diagnostic assessment of search controls and failure modes in many-objective evolutionary optimization publication-title: Evol. Comput. doi: 10.1162/EVCO_a_00053 – volume: 12 start-page: 466 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0010 article-title: Environmental flows for natural, hybrid, and novel riverine ecosystems in a changing world publication-title: Front. Ecol. Environ. doi: 10.1890/130134 – volume: 9 start-page: 1973 year: 2009 ident: 10.1016/j.scitotenv.2018.10.063_bb0125 article-title: Optimum multi-objective reservoir operation with emphasis on flood control and ecology publication-title: Nat. Hazards Earth Syst. Sci. doi: 10.5194/nhess-9-1973-2009 – volume: 38 start-page: 72 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0190 article-title: Using many-objective trade-off analysis to help dams promote economic development, protect the poor and enhance ecological health publication-title: Environ. Sci. Pol. doi: 10.1016/j.envsci.2013.10.003 – volume: 29 start-page: 792 year: 2006 ident: 10.1016/j.scitotenv.2018.10.063_bb0215 article-title: Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2005.07.010 – start-page: 12 year: 2015 ident: 10.1016/j.scitotenv.2018.10.063_bb0330 article-title: Multi-objective evolutionary algorithms' performance in a support role – year: 2000 ident: 10.1016/j.scitotenv.2018.10.063_bb0060 – volume: 377 start-page: 12 year: 2009 ident: 10.1016/j.scitotenv.2018.10.063_bb0070 article-title: Multi-objective evolutionary algorithm for operating parallel reservoir system publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2009.07.061 – volume: 30 start-page: 2127 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0080 article-title: A genetic algorithm parallel strategy for optimizing the operation of reservoir with multiple eco-environmental objectives publication-title: Water Resour. Manag. doi: 10.1007/s11269-016-1274-1 – volume: 10 start-page: 1151 year: 2010 ident: 10.1016/j.scitotenv.2018.10.063_bb0170 article-title: Deriving operating policies for multi-objective reservoir systems: application of self-learning genetic algorithm publication-title: Appl. Soft Comput. J. doi: 10.1016/j.asoc.2009.08.016 – year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb2010 – volume: 92 start-page: 172 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0295 article-title: A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2016.04.006 – year: 1999 ident: 10.1016/j.scitotenv.2018.10.063_bb0345 – volume: 45 start-page: 503 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0110 article-title: A bi-objective constrained optimization algorithm using a hybrid evolutionary and penalty function approach publication-title: Eng. Optim. doi: 10.1080/0305215X.2012.685074 – volume: 566–567 start-page: 938 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0045 article-title: Hydrological, socio-economic and reservoir alterations of Er Roseires am in Sudan publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2016.05.029 – start-page: 221 year: 1998 ident: 10.1016/j.scitotenv.2018.10.063_bb0315 – start-page: 10 year: 2012 ident: 10.1016/j.scitotenv.2018.10.063_bb0160 article-title: Diagnostic assessment of the borg MOEA for many-objective product family design problems – volume: 01 start-page: 271 year: 2009 ident: 10.1016/j.scitotenv.2018.10.063_bb0290 article-title: Multi objective multireservoir optimization in fuzzy environment for river sub basin development and management publication-title: J. Water Resour. Prot. doi: 10.4236/jwarp.2009.14033 – volume: 23 start-page: 814 year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb0100 article-title: Multi-objective optimization of cascade reservoirs using NSGA-II: a case study of the Three Gorges-Gezhouba cascade reservoirs in the middle Yangtze River, China publication-title: Hum. Ecol. Risk. Assess. doi: 10.1080/10807039.2017.1285692 – volume: 191 start-page: 1245 year: 2002 ident: 10.1016/j.scitotenv.2018.10.063_bb0085 article-title: Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art publication-title: Comput. Methods Appl. Mech. Eng. doi: 10.1016/S0045-7825(01)00323-1 – volume: 390 start-page: 66 year: 2010 ident: 10.1016/j.scitotenv.2018.10.063_bb0075 article-title: Constrained genetic algorithms for optimizing multi-use reservoir operation publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2010.06.031 – volume: 34 start-page: 1343 year: 2011 ident: 10.1016/j.scitotenv.2018.10.063_bb0325 article-title: Multi-tier interactive genetic algorithms for the optimization of long-term reservoir operation publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2011.07.004 – volume: 36 start-page: 185 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0095 article-title: Computational complexity measures for many-objective optimization problems publication-title: Procedia Comput. Sci. doi: 10.1016/j.procs.2014.09.077 – volume: 633 start-page: 341 year: 2018 ident: 10.1016/j.scitotenv.2018.10.063_bb0310 article-title: Exploring synergistic benefits of water-food-energy Nexus through multi-objective reservoir optimization schemes publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2018.03.172 – volume: 18 start-page: 577 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0115 – volume: 10 start-page: 163 year: 2008 ident: 10.1016/j.scitotenv.2018.10.063_bb0210 article-title: Single-reservoir operating rules for a year using multiobjective genetic algorithm publication-title: J. Hydroinf. doi: 10.2166/hydro.2008.019 – volume: 11 start-page: 79 year: 2009 ident: 10.1016/j.scitotenv.2018.10.063_bb0280 article-title: Performance evaluation of elitist-mutated multi-objective particle swarm optimization for integrated water resources management publication-title: J. Hydroinf. doi: 10.2166/hydro.2009.042 – start-page: 95 year: 2002 ident: 10.1016/j.scitotenv.2018.10.063_bb0350 article-title: SPEA2: improving the strength Pareto evolutionary algorithm for multiobjective optimization – volume: 51 start-page: 438 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0285 article-title: Evolutionary multiobjective optimization in water resources: the past, present, and future publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2012.01.005 – volume: 21 start-page: 1 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0155 article-title: Borg: an auto-adaptive many-objective evolutionary computing framework publication-title: Evol. Comput. doi: 10.1162/EVCO_a_00075 – volume: 18 start-page: 269 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0175 article-title: Fuzzy-based pareto optimality for many-objective evolutionary algorithms publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2013.2258025 – volume: 57 start-page: 347 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0235 article-title: Finding all nondominated points of multi-objective integer programs publication-title: J. Glob. Optim. doi: 10.1007/s10898-012-9955-7 – year: 2018 ident: 10.1016/j.scitotenv.2018.10.063_bb0040 article-title: ε-DSEA: a multi and many-objective evolutionary optimization algorithm based on novel self-adaptive technique publication-title: Appl. Soft Comput. – volume: 1 start-page: 71 year: 1977 ident: 10.1016/j.scitotenv.2018.10.063_bb0165 article-title: Sensitivity, responsivity, stability and irreversibility as multiple objectives in civil systems publication-title: Adv. Water Resour. doi: 10.1016/0309-1708(77)90025-2 – volume: 3 start-page: 96 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb2020 article-title: A study of himreen reservoir water quality using in situ measurement and remote sensing techniques publication-title: J. Environ. Earth Sci. – year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0305 – volume: 84 start-page: 326 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0180 article-title: Optimization tools for environmental water decisions: a review of strengths, weaknesses, and opportunities to improve adoption publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2016.06.028 – year: 2005 ident: 10.1016/j.scitotenv.2018.10.063_bb0005 – volume: 197 start-page: 275 year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb0030 article-title: Reservoir operation using a robust evolutionary optimization algorithm publication-title: J. Environ. Manag. doi: 10.1016/j.jenvman.2017.03.081 – volume: 142 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0145 article-title: Curses, tradeoffs, and scalable management: advancing evolutionary multiobjective direct policy search to improve water reservoir operations publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)WR.1943-5452.0000570 – volume: 136 start-page: 412 year: 2010 ident: 10.1016/j.scitotenv.2018.10.063_bb0260 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: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0025 article-title: Three dimensional hydro-morphological modeling of Tigris River – year: 2018 ident: 10.1016/j.scitotenv.2018.10.063_bb0035 article-title: Comprehensive evolutionary algorithms performance assessment using a multi-objectives water resources management problem publication-title: Water Resour. Manag. – start-page: 341 year: 2012 ident: 10.1016/j.scitotenv.2018.10.063_bb0240 article-title: Water resource management modeling in 2050 – volume: 109 start-page: 196 year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb2005 article-title: Balancing exploration, uncertainty and computational demands in many objective reservoir optimization publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2017.09.014 – year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb0050 – volume: 121 start-page: 251 year: 1995 ident: 10.1016/j.scitotenv.2018.10.063_bb0065 article-title: Optimization modeling for sedimentation in alluvial Rivers publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)0733-9496(1995)121:3(251) – volume: 5 start-page: 167 year: 2015 ident: 10.1016/j.scitotenv.2018.10.063_bb0020 article-title: A multi-objective evolutionary algorithm using decomposition (Moea/D) and its application in multipurpose multi-reservoir operations publication-title: Int. J. Optim. Civ. Eng. – volume: 575 start-page: 970 year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb0230 article-title: An improved multi-objective optimization model for supporting reservoir operation of China's south-to-north water diversion project publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2016.09.165 – volume: 104 start-page: 708 year: 2007 ident: 10.1016/j.scitotenv.2018.10.063_bb0320 article-title: Improved evolutionary optimization from genetically adaptive multimethod search publication-title: Proc. Natl. Acad. Sci. doi: 10.1073/pnas.0610471104 – volume: 88 start-page: 188 year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb0185 article-title: Using optimization to develop a “designer” environmental flow regime publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2016.11.020 – volume: 48 issue: 35 year: 2015 ident: 10.1016/j.scitotenv.2018.10.063_bb0225 article-title: Many-objective evolutionary algorithms: a survey publication-title: ACM Comput. Surv. – volume: 27 start-page: 139 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0300 article-title: Multiobjective evolutionary approach to optimal reservoir operation publication-title: J. Comput. Civ. Eng. doi: 10.1061/(ASCE)CP.1943-5487.0000213 – volume: 37 start-page: 197 year: 2001 ident: 10.1016/j.scitotenv.2018.10.063_bb0255 article-title: Optimal control of reservoir releases to minimize sedimentation in rivers and reservoirs publication-title: J. Am. Water Resour. Assoc. doi: 10.1111/j.1752-1688.2001.tb05486.x – volume: 607–608 start-page: 294 year: 2017 ident: 10.1016/j.scitotenv.2018.10.063_bb0335 article-title: Many-objective robust decision making for water allocation under climate change publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2017.06.265 – volume: 367–368 start-page: 529 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0270 article-title: Self-adaptive multi-objective evolutionary algorithm based on decomposition for large-scale problems: a case study on reservoir flood control operation publication-title: Inf. Sci. (Ny). doi: 10.1016/j.ins.2016.06.005 – year: 2007 ident: 10.1016/j.scitotenv.2018.10.063_bb0090 article-title: Evolutionary algorithms for solving multi-objective problems – volume: 24 start-page: 1107 year: 2010 ident: 10.1016/j.scitotenv.2018.10.063_bb0275 article-title: Simulation-optimization modeling: a survey and potential application in reservoir systems operation publication-title: Water Resour. Manag. doi: 10.1007/s11269-009-9488-0 – volume: 42 start-page: 55 year: 2013 ident: 10.1016/j.scitotenv.2018.10.063_bb0205 article-title: Many objective robust decision making for complex environmental systems undergoing change publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2012.12.007 – volume: 142 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0055 article-title: Multiobjective reservoir operation for water quality optimization publication-title: J. Irrig. Drain. Eng. doi: 10.1061/(ASCE)IR.1943-4774.0001105 – volume: 62 start-page: 271 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0245 article-title: Evolutionary algorithms and other metaheuristics in water resources: current status, research challenges and future directions publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2014.09.013 – year: 1996 ident: 10.1016/j.scitotenv.2018.10.063_bb0340 – volume: 8 start-page: 6962 year: 2015 ident: 10.1016/j.scitotenv.2018.10.063_bb0220 article-title: Multi-objective reservoir optimization balancing energy generation and firm power publication-title: Energies doi: 10.3390/en8076962 – year: 2001 ident: 10.1016/j.scitotenv.2018.10.063_bb0105 article-title: Multi-objective optimization using evolutionary algorithms – volume: 6 start-page: 182 year: 2002 ident: 10.1016/j.scitotenv.2018.10.063_bb0120 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/4235.996017 – volume: 3 start-page: 213 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb2015 article-title: Two dimensional mathematical model of contamination distribution in the lower reach publication-title: Int. J. Eng. Sci. Res. Technol. – volume: 50 start-page: 3355 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0140 article-title: Many-objective reservoir policy identification and refinement to reduce policy inertia and myopia in water management publication-title: Water Resour. Res. doi: 10.1002/2013WR014700 – volume: 57 start-page: 101 year: 2014 ident: 10.1016/j.scitotenv.2018.10.063_bb0135 article-title: A dimensionality reduction approach for many-objective Markov decision processes: application to a water reservoir operation problem publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2014.02.011 – volume: 19 start-page: 167 year: 2015 ident: 10.1016/j.scitotenv.2018.10.063_bb0200 article-title: Parameter control in evolutionary algorithms: trends and challenges publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2014.2308294 – volume: 38 start-page: 7851 year: 2011 ident: 10.1016/j.scitotenv.2018.10.063_bb0250 article-title: Ranking solutions of multi-objective reservoir operation optimization models using multi-criteria decision analysis publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2010.12.119 – volume: 6 start-page: 25 year: 2016 ident: 10.1016/j.scitotenv.2018.10.063_bb0265 article-title: Sustainable water management under future uncertainty with eco-engineering decision scaling publication-title: Nat. Clim. Chang. doi: 10.1038/nclimate2765
SSID	ssj0000781
Score	2.41695
Snippet	Water resource system complexity, high-dimension modelling difficulty and computational efficiency challenges often limit decision makers' strategies to...
SourceID	proquest pubmed crossref elsevier
SourceType	Aggregation Database Index Database Enrichment Source Publisher
StartPage	1877
SubjectTerms	algorithms Auto-adaptive constraints basins Borg MOEA decision making decision support systems Diyala River basin ecosystems Environmental flows regime financial economics income Iraq issues and policy land use water power water quality Water resources management water supply watersheds ε-DSEA
Title	Optimum socio-environmental flows approach for reservoir operation strategy using many-objectives evolutionary optimization algorithm
URI	https://dx.doi.org/10.1016/j.scitotenv.2018.10.063 https://www.ncbi.nlm.nih.gov/pubmed/30317175 https://www.proquest.com/docview/2120192979 https://www.proquest.com/docview/2189545729
Volume	651
WOSCitedRecordID	wos000450551600023&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1879-1026 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000781 issn: 0048-9697 databaseCode: AIEXJ dateStart: 19950106 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtZ1bb9MwFICtbgM0CSEoDMplMhJvVarcY_M2oaJRobGHIZWnyE4cWNUkVdJ22w_gl_HHOI7tNKCWwQMvURXXiaPz5Vycc2yE3nAn8qKAp1bq-gEEKKGwiEc4OHIB9ThNbKEKhT9GZ2dkOqXnvd4PUwuznkdFQa6v6eK_ihrOgbBl6ew_iLu9KJyA3yB0OILY4fhXgv8ESiBf5c1seGl1CtlkqeK8vKrbdcSbFENZflStS_m1YCE0DrVasvZmuGpmEnJQGFbJZ0o31kOx1g8gM-5KeTtdzDlk869ldbn8lnd9XkmiUSE6I2FZytF0xtZyN7cm7EphN2EZq4ZfNk01yzKVD34KLr_8ytROJogKhpx3IoLWkDC9I71KIddd9DSHrKxyLVXoORJKNZOIgtFQ9fVGd4d6tVoF6fly6HaUMfSItloJNWExG4GTAc8LDytT_MhIZvkpbdvBZJE3nICldyDyDTZms01mNE176MAFwkG1Hpx8GE8nG4cgIs4vqYVb73uI7pkr7fKRdsVAjS908RA90EEMPlHwPUI9UfTRXbWt6U0fHY270GEt-7qP7qtJYqxq3x6j75pVvIVV3LCKDasYWMUtq7hlFRtWccMq_o1V3GUVd1nFLatP0Of344t3p5beF8RKfNtfWkSAV-_4gjmEujZnnm0nIXWFk3i-TTnYcMpTkjlpFmROQjl3Uo8ImoYsyDI7Db0jtF-UhXiGcMQScLCDkHHu-4kXEJIwuAonie37KU8HKDSSiBO9aL7cu2Uem-zIWdxKM5bSlA0gzQGy244LtW7M7V3eGlHH2v1Vbm0M3N7e-bWBIwYDIb_6sUKUqzoG31SGcTSif_oPoRBKQaA9QE8VWe2oDZTPd7a8QIebN_Yl2l9WK_EK3UnWy8u6OkZ70ZQc63fiJ1k1-iw
linkProvider	Elsevier
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Optimum+socio-environmental+flows+approach+for+reservoir+operation+strategy+using+many-objectives+evolutionary+optimization+algorithm&rft.jtitle=The+Science+of+the+total+environment&rft.au=Al-Jawad%2C+Jafar+Y&rft.au=Alsaffar%2C+Hassan+M&rft.au=Bertram%2C+Douglas&rft.au=Kalin%2C+Robert+M&rft.date=2019-02-15&rft.eissn=1879-1026&rft.volume=651&rft.issue=Pt+2&rft.spage=1877&rft_id=info:doi/10.1016%2Fj.scitotenv.2018.10.063&rft_id=info%3Apmid%2F30317175&rft.externalDocID=30317175
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0048-9697&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0048-9697&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0048-9697&client=summon