Comprehensive benefit evaluation of mineral resources development based on dual population constrained multi-objective evolutionary algorithm
With the increasing global demand for mineral resources, the comprehensive benefit evaluation of mineral resources development is playing an increasingly important role in the field of mineral resources development. However, there are few attempts to use multi-objective evolutionary algorithms (MOEA...
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| Veröffentlicht in: | Applied soft computing Jg. 169; S. 112545 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Elsevier B.V
01.01.2025
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| ISSN: | 1568-4946 |
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| Abstract | With the increasing global demand for mineral resources, the comprehensive benefit evaluation of mineral resources development is playing an increasingly important role in the field of mineral resources development. However, there are few attempts to use multi-objective evolutionary algorithms (MOEAs) to study the comprehensive benefit evaluation problem of mineral resources development. To effectively solve this problem, this study established a multi-objective optimization model for comprehensive benefit evaluation of mineral resources development and proposed a dual-population constrained multi-objective evolutionary algorithm (CMOEA). The algorithm uses two populations to organically combine the efficient convergence of the non-dominated sorting genetic algorithm II (NSGA-II) with the advantage of the adaptive geometry estimation based multi-objective evolutionary algorithm (AGE-MOEA) in estimating the shape of the Pareto front, named co-evolution based on non-dominated sorting genetic algorithm and adaptive geometry estimation (C-NSGA-AGE). 3 test suites are used to verify the performance of the proposed algorithm. Experimental results show that compared with competing algorithms, C-NSGA-AGE has strong competitiveness in most test functions. The proposed method is used to solve the model, and five optimal comprehensive benefit evaluation schemes are given for different objectives. Among them, the maximum benefit is obtained when each objective is developed in a balanced way, which reaches 0.837181.
•Mathematical model for comprehensive benefit evaluation is formulated.•A dual-population constrained multi-objective evolutionary algorithm is proposed.•C-NSGA-AGE algorithm demonstrates superior performance compared to advanced CMOEAs. |
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| AbstractList | With the increasing global demand for mineral resources, the comprehensive benefit evaluation of mineral resources development is playing an increasingly important role in the field of mineral resources development. However, there are few attempts to use multi-objective evolutionary algorithms (MOEAs) to study the comprehensive benefit evaluation problem of mineral resources development. To effectively solve this problem, this study established a multi-objective optimization model for comprehensive benefit evaluation of mineral resources development and proposed a dual-population constrained multi-objective evolutionary algorithm (CMOEA). The algorithm uses two populations to organically combine the efficient convergence of the non-dominated sorting genetic algorithm II (NSGA-II) with the advantage of the adaptive geometry estimation based multi-objective evolutionary algorithm (AGE-MOEA) in estimating the shape of the Pareto front, named co-evolution based on non-dominated sorting genetic algorithm and adaptive geometry estimation (C-NSGA-AGE). 3 test suites are used to verify the performance of the proposed algorithm. Experimental results show that compared with competing algorithms, C-NSGA-AGE has strong competitiveness in most test functions. The proposed method is used to solve the model, and five optimal comprehensive benefit evaluation schemes are given for different objectives. Among them, the maximum benefit is obtained when each objective is developed in a balanced way, which reaches 0.837181.
•Mathematical model for comprehensive benefit evaluation is formulated.•A dual-population constrained multi-objective evolutionary algorithm is proposed.•C-NSGA-AGE algorithm demonstrates superior performance compared to advanced CMOEAs. |
| ArticleNumber | 112545 |
| Author | Yue, Xuezhi Kang, Lanlan Cheng, Yating Zeng, Yuan Peng, Hu |
| Author_xml | – sequence: 1 givenname: Xuezhi surname: Yue fullname: Yue, Xuezhi email: 764234871@qq.com organization: College of Science, Jiangxi University of Science and Technology, Ganzhou, 341000, Jiangxi, China – sequence: 2 givenname: Yating surname: Cheng fullname: Cheng, Yating organization: College of Science, Jiangxi University of Science and Technology, Ganzhou, 341000, Jiangxi, China – sequence: 3 givenname: Lanlan surname: Kang fullname: Kang, Lanlan organization: College of Information Engineering, Gannan University of Science and Technology, Ganzhou, 341000, Jiangxi, China – sequence: 4 givenname: Hu orcidid: 0000-0003-3381-3246 surname: Peng fullname: Peng, Hu organization: School of Computer and Big Data Science, Jiujiang University, Jiujiang, 332005, Jiangxi, China – sequence: 5 givenname: Yuan surname: Zeng fullname: Zeng, Yuan organization: Institute of Mechanical and Electrical Engineering, Guangdong Communication Polytechnic, Qingyuan, 511500, Guangdong, China |
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| Cites_doi | 10.1016/j.asoc.2022.108634 10.1016/j.asoc.2023.110953 10.19026/rjaset.15.5287 10.1007/s11431-009-0396-6 10.1016/j.rser.2023.113321 10.1016/j.asoc.2023.110616 10.1002/cssc.202200469 10.1016/j.resourpol.2023.104063 10.1109/TEVC.2018.2791283 10.1016/j.applthermaleng.2018.10.020 10.1109/TEVC.2020.3004012 10.1016/j.asoc.2023.110994 10.1007/s00126-014-0546-z 10.1109/MCI.2017.2742868 10.1016/j.buildenv.2024.111386 10.1109/TEVC.2018.2855411 10.1016/j.swevo.2018.08.017 10.1016/j.resourpol.2023.103821 10.1007/s00500-022-07179-5 10.1016/j.seppur.2021.119263 10.1016/j.knosys.2023.110801 10.1016/j.jclepro.2023.139744 10.1016/j.oregeorev.2023.105600 10.1016/j.jclepro.2020.125551 10.1016/j.asoc.2023.110749 10.1111/exsy.13179 10.1109/ACCESS.2021.3101636 10.1016/j.apenergy.2024.124325 10.1016/j.enconman.2023.117310 10.3390/su142315969 10.1016/j.cie.2022.108884 10.1016/j.csite.2024.103990 10.1016/j.marpol.2020.103924 10.1016/j.apenergy.2023.121034 10.1109/TEVC.2020.2981949 10.1109/JIOT.2024.3383034 10.1109/TEVC.2019.2896967 10.3390/su10030860 10.1016/j.engfailanal.2022.106226 10.1109/TEVC.2013.2281534 10.1016/j.renene.2022.02.013 10.1109/4235.996017 10.1016/j.habitatint.2017.06.003 10.1016/j.jechem.2023.04.050 10.1016/j.jma.2020.06.021 10.1016/j.asoc.2015.07.003 10.1016/j.cie.2022.108873 10.1109/TCYB.2020.3031642 10.1109/TCYB.2020.3021138 10.1016/j.asoc.2021.107513 10.1016/j.ccr.2023.215121 10.1016/j.egyr.2022.09.085 10.1145/3321707.3321839 10.1016/j.jclepro.2022.134447 10.3390/land10060643 |
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| Keywords | Constrained multi-objective optimization Dual population Mineral resources Comprehensive benefit evaluation |
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| References | He, Che, Lyu, Lu, Zhang (b38) 2022; 187 Guo, Wu, Wang, Wang, Guo (b43) 2023; 340 Zhang, Mao, Liu, Xu, Qu, Liao (b4) 2023; 291 Xu, Qin, Sun, Wang, Liu (b21) 2021; 9 Chen, Gao, Tao, Wang, Li, Wang (b33) 2023; 485 Sheng, Li, Hui, Lin, Lan, Ren, Li (b17) 2023; 149 Ren, Liu, Gong, Jiang, Liu, Yang, Jin (b25) 2022; 14 Li, Yuan, Wang, Tang, He, Li, Li, Li (b29) 2023; 83 Cheng, Wang, Wu, Li (b24) 2023 Leng, Zhang (b9) 2023; 175 Wu, Pan, Luo, Liu, Huang (b49) 2024; 254 Zhou (b1) 2023 Liu, Chen (b34) 2021; 276 A. Panichella, An adaptive evolutionary algorithm based on non-Euclidean geometry for many-objective optimization, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2019, pp. 595–603. Zhang, Lei, Li, Li (b22) 2022; 17 Zheng, Lin, Hu, Zhou, Yi (b46) 2022; 136 Xia, Kong, Zheng (b20) 2023; 23 Tian, Cheng, Zhang, Jin (b68) 2017; 12 Wang, Li, Zhang, Li, Asare (b7) 2017; 66 Ferreira (b53) 2006 Peng, Xiao, Han, Jiang, Xu, Li, Wu (b15) 2022; 120 Pang, Hu, Zhang, Guo, Song, Kan (b50) 2024; 376 Wu, Wang, Sun, Ding (b30) 2021; 9 Zidan, Eldin, Shams, Tolan, Abd-Elhamed, Abdel-Aty (b14) 2022; 71 Chen, Zhang, Li, Shi (b40) 2021; 10 Jain, Deb (b59) 2013; 18 Zhang, Jiang, Song, Yong (b41) 2022; 8 Niu, Li, Dai (b42) 2018; 10 Fan, Li, Cai, Li, Wei, Zhang, Deb, Goodman (b64) 2019; 44 Ma, Wang (b61) 2019; 23 Guo, You (b27) 2023; 85 Mahmoodzadeh, Nejati (b54) 2023; 147 Liu, Shen, Zhang (b3) 2023; 86 Sun, Yen, Yi (b63) 2018; 23 Zhu, Zhang, Lin (b65) 2020; 24 Chang, Taghizadeh-Hesary, Mohsin (b2) 2023; 181 Dong, Ren, Zhang, Li, Yang (b6) 2018; 15 Liu, Wang, Xu, Wang, Zhao (b8) 2020; 116 Cao (b31) 2007; 23 Wahab, Hamid, Subramaniam, Latip, Othman (b16) 2024; 151 Han, Peng, Mei, Cao, Deng, Wang, Wu (b10) 2023; 277 Xiang, Tan, Tan, Long, Xiao, Wang (b19) 2022; 378 Liu, Yu, Lei, Liu, Ye (b23) 2013; 4 Liu, Wang, Fan, Ge, Zidan (b13) 2022; 26 Peng, Kong, Zhang (b11) 2023 Feng, Xu, Liu, Liu, Wu (b39) 2010; 53 Bedakhanian, Maleki, Haghighat (b51) 2024; 54 Zhang, Tang, Chica (b56) 2021; 109 Simandl (b28) 2014; 49 Deb, Pratap, Agarwal, Meyarivan (b35) 2002; 6 Tian, Zhang, Xiao, Zhang, Jin (b60) 2020; 25 Ge, Lin (b18) 2023 Chi, Xue, Zhang (b5) 2018; 108 Zhang, Zhang, Wu, Zhang, Guo, Li, Wang (b26) 2023 Tian, Zhang, Ning, Peng, Guo, Cao (b47) 2024; Vol. 59 Cheng, Yue, Jiang (b52) 2024; 33 Zhang, Yu, Shi, Kong (b44) 2023; 432 Lin, Liu, Peng, Lee (b45) 2023; 176 Peng, Li, Mei, Deng, Yue, Wu (b55) 2023; 145 Chen (b69) 2021; 30 Li, Chen, Fu, Yao (b62) 2018; 23 Jiao, Zeng, Li, Yang, Ong (b66) 2021; 51 Ebtehaj, Bonakdari, Zaji, Azimi, Sharifi (b57) 2015; 35 Bora, Mariani, dos Santos Coelho (b48) 2019; 146 Tian, Zhang, Su, Zhang, Tan, Jin (b67) 2022; 52 Zidan, Eisa, Qasymeh, Shoman (b12) 2024 Cao, Zhou, Gao, Huang, Jiao, Zhang, Ma, Di, Bai (b37) 2021; 288 He, Zhou, Xu (b32) 2022; 15 Zhou, Zhang, Zheng, Li (b58) 2022 Niu (10.1016/j.asoc.2024.112545_b42) 2018; 10 Xia (10.1016/j.asoc.2024.112545_b20) 2023; 23 Cao (10.1016/j.asoc.2024.112545_b31) 2007; 23 Chen (10.1016/j.asoc.2024.112545_b33) 2023; 485 Cheng (10.1016/j.asoc.2024.112545_b52) 2024; 33 Leng (10.1016/j.asoc.2024.112545_b9) 2023; 175 Liu (10.1016/j.asoc.2024.112545_b34) 2021; 276 Zhang (10.1016/j.asoc.2024.112545_b56) 2021; 109 Zhang (10.1016/j.asoc.2024.112545_b41) 2022; 8 Peng (10.1016/j.asoc.2024.112545_b55) 2023; 145 Deb (10.1016/j.asoc.2024.112545_b35) 2002; 6 Liu (10.1016/j.asoc.2024.112545_b8) 2020; 116 Xiang (10.1016/j.asoc.2024.112545_b19) 2022; 378 Guo (10.1016/j.asoc.2024.112545_b43) 2023; 340 Feng (10.1016/j.asoc.2024.112545_b39) 2010; 53 Liu (10.1016/j.asoc.2024.112545_b13) 2022; 26 Ge (10.1016/j.asoc.2024.112545_b18) 2023 Jain (10.1016/j.asoc.2024.112545_b59) 2013; 18 Jiao (10.1016/j.asoc.2024.112545_b66) 2021; 51 Tian (10.1016/j.asoc.2024.112545_b68) 2017; 12 He (10.1016/j.asoc.2024.112545_b32) 2022; 15 Bora (10.1016/j.asoc.2024.112545_b48) 2019; 146 Sun (10.1016/j.asoc.2024.112545_b63) 2018; 23 Wang (10.1016/j.asoc.2024.112545_b7) 2017; 66 Bedakhanian (10.1016/j.asoc.2024.112545_b51) 2024; 54 Zhang (10.1016/j.asoc.2024.112545_b44) 2023; 432 Chen (10.1016/j.asoc.2024.112545_b40) 2021; 10 10.1016/j.asoc.2024.112545_b36 Peng (10.1016/j.asoc.2024.112545_b15) 2022; 120 Ren (10.1016/j.asoc.2024.112545_b25) 2022; 14 Cao (10.1016/j.asoc.2024.112545_b37) 2021; 288 He (10.1016/j.asoc.2024.112545_b38) 2022; 187 Zheng (10.1016/j.asoc.2024.112545_b46) 2022; 136 Ferreira (10.1016/j.asoc.2024.112545_b53) 2006 Dong (10.1016/j.asoc.2024.112545_b6) 2018; 15 Pang (10.1016/j.asoc.2024.112545_b50) 2024; 376 Ebtehaj (10.1016/j.asoc.2024.112545_b57) 2015; 35 Zhang (10.1016/j.asoc.2024.112545_b26) 2023 Peng (10.1016/j.asoc.2024.112545_b11) 2023 Wu (10.1016/j.asoc.2024.112545_b30) 2021; 9 Zhang (10.1016/j.asoc.2024.112545_b22) 2022; 17 Guo (10.1016/j.asoc.2024.112545_b27) 2023; 85 Li (10.1016/j.asoc.2024.112545_b62) 2018; 23 Ma (10.1016/j.asoc.2024.112545_b61) 2019; 23 Zhang (10.1016/j.asoc.2024.112545_b4) 2023; 291 Xu (10.1016/j.asoc.2024.112545_b21) 2021; 9 Mahmoodzadeh (10.1016/j.asoc.2024.112545_b54) 2023; 147 Zhou (10.1016/j.asoc.2024.112545_b1) 2023 Chang (10.1016/j.asoc.2024.112545_b2) 2023; 181 Han (10.1016/j.asoc.2024.112545_b10) 2023; 277 Liu (10.1016/j.asoc.2024.112545_b23) 2013; 4 Tian (10.1016/j.asoc.2024.112545_b60) 2020; 25 Tian (10.1016/j.asoc.2024.112545_b67) 2022; 52 Liu (10.1016/j.asoc.2024.112545_b3) 2023; 86 Wu (10.1016/j.asoc.2024.112545_b49) 2024; 254 Wahab (10.1016/j.asoc.2024.112545_b16) 2024; 151 Li (10.1016/j.asoc.2024.112545_b29) 2023; 83 Zidan (10.1016/j.asoc.2024.112545_b12) 2024 Cheng (10.1016/j.asoc.2024.112545_b24) 2023 Zidan (10.1016/j.asoc.2024.112545_b14) 2022; 71 Simandl (10.1016/j.asoc.2024.112545_b28) 2014; 49 Sheng (10.1016/j.asoc.2024.112545_b17) 2023; 149 Zhou (10.1016/j.asoc.2024.112545_b58) 2022 Tian (10.1016/j.asoc.2024.112545_b47) 2024; Vol. 59 Zhu (10.1016/j.asoc.2024.112545_b65) 2020; 24 Chen (10.1016/j.asoc.2024.112545_b69) 2021; 30 Lin (10.1016/j.asoc.2024.112545_b45) 2023; 176 Chi (10.1016/j.asoc.2024.112545_b5) 2018; 108 Fan (10.1016/j.asoc.2024.112545_b64) 2019; 44 |
| References_xml | – volume: 277 year: 2023 ident: b10 article-title: Multi-strategy multi-objective differential evolutionary algorithm with reinforcement learning publication-title: Knowl.-Based Syst. – volume: 10 start-page: 643 year: 2021 ident: b40 article-title: Comprehensive evaluation of land use benefit in the Yellow River Basin from 1995 to 2018 publication-title: Land – volume: 23 start-page: 972 year: 2019 end-page: 986 ident: b61 article-title: Evolutionary constrained multiobjective optimization: Test suite construction and performance comparisons publication-title: IEEE Trans. Evol. Comput. – volume: 181 year: 2023 ident: b2 article-title: Role of mineral resources trade in renewable energy development publication-title: Renew. Sustain. Energy Rev. – volume: 23 start-page: 173 year: 2018 end-page: 187 ident: b63 article-title: IGD indicator-based evolutionary algorithm for many-objective optimization problems publication-title: IEEE Trans. Evol. Comput. – volume: 15 start-page: 16 year: 2018 end-page: 23 ident: b6 article-title: Research on the safe operation of natural gas pipeline network based on an improved multi-objective comprehensive evaluation method publication-title: Res. J. Appl. Sci. Eng. Technol. – volume: 9 start-page: 1 year: 2021 end-page: 20 ident: b30 article-title: Recent developments and applications on high-performance cast magnesium rare-earth alloys publication-title: J. Mag. Alloys – year: 2024 ident: b12 article-title: A quantum algorithm for system specifications verification publication-title: IEEE Internet Things J. – volume: 33 start-page: 91 year: 2024 end-page: 101 ident: b52 article-title: Improvement of gene expression programming algorithm and its application in comprehensive evaluation of social benefits: Taking the development of ionic rare earth resources in gannan as an example publication-title: China Min. Mag. – volume: 24 start-page: 938 year: 2020 end-page: 947 ident: b65 article-title: A constrained multiobjective evolutionary algorithm with detect-and-escape strategy publication-title: IEEE Trans. Evol. Comput. – volume: 30 start-page: 95 year: 2021 ident: b69 article-title: Comparison of linear normalization methods and the conversion method of reverse indicators publication-title: Oper. Res. Manage. Sci. – volume: 175 year: 2023 ident: b9 article-title: Comprehensive evaluation of renewable energy development level based on game theory and TOPSIS publication-title: Comput. Ind. Eng. – volume: 340 year: 2023 ident: b43 article-title: Co-optimization method research and comprehensive benefits analysis of regional integrated energy system publication-title: Appl. Energy – volume: 136 year: 2022 ident: b46 article-title: Dynamic unbalance identification and quantitative diagnosis of cardan shaft in high-speed train based on improved TQWT-RBFNN-NSGA-II method publication-title: Eng. Fail. Anal. – volume: 86 year: 2023 ident: b3 article-title: Economic and environmental effects of mineral resource exploitation: Evidence from China publication-title: Resour. Policy – volume: 14 start-page: 15969 year: 2022 ident: b25 article-title: Effect evaluation of ecological compensation for strategic mineral resources exploitation based on VIKOR-AISM model publication-title: Sustainability – reference: A. Panichella, An adaptive evolutionary algorithm based on non-Euclidean geometry for many-objective optimization, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2019, pp. 595–603. – volume: 18 start-page: 602 year: 2013 end-page: 622 ident: b59 article-title: An evolutionary many-objective optimization algorithm using reference-point based nondominated sorting approach, part II: Handling constraints and extending to an adaptive approach publication-title: IEEE Trans. Evol. Comput. – volume: 9 start-page: 113759 year: 2021 end-page: 113769 ident: b21 article-title: Comprehensive evaluation model for resettlement site selection in karst areas using multiobjective particle swarm optimization publication-title: IEEE Access – volume: 25 start-page: 102 year: 2020 end-page: 116 ident: b60 article-title: A coevolutionary framework for constrained multiobjective optimization problems publication-title: IEEE Trans. Evol. Comput. – year: 2023 ident: b1 article-title: Towards sustainability in mineral resources publication-title: Ore Geol. Rev. – volume: 109 year: 2021 ident: b56 article-title: A robust MILP and gene expression programming based on heuristic rules for mixed-model multi-manned assembly line balancing publication-title: Appl. Soft Comput. – volume: 187 start-page: 1065 year: 2022 end-page: 1081 ident: b38 article-title: Social benefit evaluation of China’s photovoltaic poverty alleviation project publication-title: Renew. Energy – volume: 145 year: 2023 ident: b55 article-title: Gene expression programming with dual strategies and neighborhood search for symbolic regression problems publication-title: Appl. Soft Comput. – volume: 378 year: 2022 ident: b19 article-title: Spatiotemporal assessment of water security in the dongting lake region: Insights from projection pursuit method and sparrow search algorithm publication-title: J. Clean. Prod. – volume: 54 year: 2024 ident: b51 article-title: Multi-objective optimization of a cogeneration system based on solar energy for clean hydrogen, cooling, and electricity production publication-title: Case Stud. Therm. Eng. – volume: 52 start-page: 9559 year: 2022 end-page: 9572 ident: b67 article-title: Balancing objective optimization and constraint satisfaction in constrained evolutionary multiobjective optimization publication-title: IEEE Trans. Cybern. – volume: 4 start-page: 25 year: 2013 ident: b23 article-title: Comprehensive evaluation of social benefits of mineral resources development in ordos basin publication-title: Stud. Sociol. Sci. – year: 2023 ident: b26 article-title: Comprehensive quantitative evaluation of the future mining: A comparison of socio-economic benefits and eco-environmental impacts publication-title: Ore Geol. Rev. – volume: 276 year: 2021 ident: b34 article-title: Extraction and separation of heavy rare earth elements: A review publication-title: Sep. Purif. Technol. – volume: 120 year: 2022 ident: b15 article-title: Multi-strategy firefly algorithm with selective ensemble for complex engineering optimization problems publication-title: Appl. Soft Comput. – volume: 291 year: 2023 ident: b4 article-title: Multi-objective optimization and evaluation of PEMFC performance based on orthogonal experiment and entropy weight method publication-title: Energy Convers. Manage. – volume: 151 year: 2024 ident: b16 article-title: Decomposition–based multi-objective differential evolution for extractive multi-document automatic text summarization publication-title: Appl. Soft Comput. – volume: 485 year: 2023 ident: b33 article-title: Recent progress in mixed rare earth metal-organic frameworks: From synthesis to application publication-title: Coord. Chem. Rev. – volume: 26 start-page: 6567 year: 2022 end-page: 6575 ident: b13 article-title: A quantum system control method based on enhanced reinforcement learning publication-title: Soft Comput. – volume: Vol. 59 year: 2024 ident: b47 article-title: Multi-objective optimization of cable force of arch bridge constructed by cable-stayed cantilever cast-in-situ method based on improved NSGA-II publication-title: Structures – volume: 8 start-page: 12653 year: 2022 end-page: 12667 ident: b41 article-title: Comprehensive benefit evaluation of transmission and substation project for renewable energy connection: A case in China publication-title: Energy Rep. – volume: 176 year: 2023 ident: b45 article-title: Altruistic production and distribution planning in the multilayer dual-channel supply chain: Using an improved NSGA-II with lion pride algorithm publication-title: Comput. Ind. Eng. – volume: 376 year: 2024 ident: b50 article-title: Co-design of an unmanned cable shovel for structural and control integrated optimization: A highly heterogeneous constrained multi-objective optimization algorithm publication-title: Appl. Energy – volume: 49 start-page: 889 year: 2014 end-page: 904 ident: b28 article-title: Geology and market-dependent significance of rare earth element resources publication-title: Miner. Depos. – year: 2006 ident: b53 article-title: Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence – volume: 17 start-page: 3119 year: 2022 end-page: 3131 ident: b22 article-title: Variable weight comprehensive evaluation of power quality and multi-objective optimization for multifunctional grid-connected inverter publication-title: J. Electr. Eng. Technol. – volume: 10 start-page: 860 year: 2018 ident: b42 article-title: Comprehensive evaluation for operating efficiency of electricity retail companies based on the improved TOPSIS method and LSSVM optimized by modified ant colony algorithm from the view of sustainable development publication-title: Sustainability – year: 2023 ident: b11 article-title: Micro multiobjective evolutionary algorithm with piecewise strategy for embedded-processor-based industrial optimization publication-title: IEEE Trans. Cybern. – volume: 71 year: 2022 ident: b14 article-title: A quantum algorithm for evaluating the hamming distance publication-title: Comput. Mater. Continua – volume: 149 year: 2023 ident: b17 article-title: Optimal wind power generation system by honey badger algorithm with differential evolution strategies publication-title: Appl. Soft Comput. – year: 2023 ident: b18 article-title: Evaluation of China’s regional innovation capability based on simulated annealing projection pursuit model and nested fuzzy evaluation model publication-title: Expert Syst. – volume: 23 start-page: 15 year: 2007 ident: b31 article-title: Application of rare earths in thermal barrier coating materials publication-title: J. Mater. Sci. Technol. – volume: 432 year: 2023 ident: b44 article-title: An evaluation of the economic benefits of rooftop distributed photovoltaic projects in the whole county in China publication-title: J. Clean. Prod. – volume: 44 start-page: 665 year: 2019 end-page: 679 ident: b64 article-title: Push and pull search for solving constrained multi-objective optimization problems publication-title: Swarm Evol. Comput. – volume: 83 start-page: 574 year: 2023 end-page: 594 ident: b29 article-title: Rare earth alloy nanomaterials in electrocatalysis publication-title: J. Energy Chem. – volume: 85 year: 2023 ident: b27 article-title: A comprehensive evaluation of the international competitiveness of strategic minerals in China, Australia, Russia and India: The case of rare earths publication-title: Resour. Policy – volume: 53 start-page: 529 year: 2010 end-page: 538 ident: b39 article-title: Comprehensive benefit of flood resources utilization through dynamic successive fuzzy evaluation model: A case study publication-title: Sci. China Technol. Sci. – volume: 15 year: 2022 ident: b32 article-title: Rare earth-based nanomaterials for supercapacitors: Preparation, structure engineering and application publication-title: ChemSusChem – volume: 108 year: 2018 ident: b5 article-title: Comprehensive benefit analysis of regional water resources based on multi-objective evaluation publication-title: IOP Conf. Ser.: Earth Environ. Sci. – volume: 288 year: 2021 ident: b37 article-title: Comprehensive benefits assessment of using recycled concrete aggregates as the substrate in constructed wetland polishing effluent from wastewater treatment plant publication-title: J. Clean. Prod. – year: 2022 ident: b58 article-title: Domination-based selection and shift-based density estimation for constrained multiobjective optimization publication-title: IEEE Trans. Evol. Comput. – volume: 66 start-page: 163 year: 2017 end-page: 170 ident: b7 article-title: Fuzzy evaluation of comprehensive benefit in urban renewal based on the perspective of core stakeholders publication-title: Habitat Int. – volume: 254 year: 2024 ident: b49 article-title: Multi-objective optimization of residential building energy consumption, daylighting, and thermal comfort based on BO-XGBoost-NSGA-II publication-title: Build. Environ. – volume: 23 start-page: 303 year: 2018 end-page: 315 ident: b62 article-title: Two-archive evolutionary algorithm for constrained multiobjective optimization publication-title: IEEE Trans. Evol. Comput. – volume: 35 start-page: 618 year: 2015 end-page: 628 ident: b57 article-title: Gene expression programming to predict the discharge coefficient in rectangular side weirs publication-title: Appl. Soft Comput. – volume: 12 start-page: 73 year: 2017 end-page: 87 ident: b68 article-title: PlatEMO: A MATLAB platform for evolutionary multi-objective optimization publication-title: IEEE Comput. Intell. Mag. – volume: 23 start-page: 867 year: 2023 end-page: 885 ident: b20 article-title: Comprehensive evaluation and spatial layout of high-quality logistics industry development based on accelerated genetic algorithm-projection pursuit model publication-title: J. Comput. Methods Sci. Eng. – volume: 51 start-page: 4834 year: 2021 end-page: 4847 ident: b66 article-title: Handling constrained many-objective optimization problems via problem transformation publication-title: IEEE Trans. Cybern. – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: b35 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. – volume: 147 year: 2023 ident: b54 article-title: An optimized equation based on the gene expression programming method for estimating tunnel construction costs considering a variety of variables and indexes publication-title: Appl. Soft Comput. – volume: 116 year: 2020 ident: b8 article-title: Evaluation of the comprehensive benefit of various marine exploitation activities in China publication-title: Mar. Policy – volume: 146 start-page: 688 year: 2019 end-page: 700 ident: b48 article-title: Multi-objective optimization of the environmental-economic dispatch with reinforcement learning based on non-dominated sorting genetic algorithm publication-title: Appl. Therm. Eng. – year: 2023 ident: b24 article-title: Assessing the high-quality development strategy of mineral resource enterprises publication-title: Chin. Manage. Stud. – volume: 120 year: 2022 ident: 10.1016/j.asoc.2024.112545_b15 article-title: Multi-strategy firefly algorithm with selective ensemble for complex engineering optimization problems publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2022.108634 – volume: 149 year: 2023 ident: 10.1016/j.asoc.2024.112545_b17 article-title: Optimal wind power generation system by honey badger algorithm with differential evolution strategies publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2023.110953 – volume: 15 start-page: 16 issue: 1 year: 2018 ident: 10.1016/j.asoc.2024.112545_b6 article-title: Research on the safe operation of natural gas pipeline network based on an improved multi-objective comprehensive evaluation method publication-title: Res. J. Appl. Sci. Eng. Technol. doi: 10.19026/rjaset.15.5287 – volume: 23 start-page: 15 issue: 01 year: 2007 ident: 10.1016/j.asoc.2024.112545_b31 article-title: Application of rare earths in thermal barrier coating materials publication-title: J. Mater. Sci. Technol. – volume: 53 start-page: 529 year: 2010 ident: 10.1016/j.asoc.2024.112545_b39 article-title: Comprehensive benefit of flood resources utilization through dynamic successive fuzzy evaluation model: A case study publication-title: Sci. China Technol. Sci. doi: 10.1007/s11431-009-0396-6 – volume: 181 year: 2023 ident: 10.1016/j.asoc.2024.112545_b2 article-title: Role of mineral resources trade in renewable energy development publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2023.113321 – volume: 145 year: 2023 ident: 10.1016/j.asoc.2024.112545_b55 article-title: Gene expression programming with dual strategies and neighborhood search for symbolic regression problems publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2023.110616 – volume: 15 issue: 12 year: 2022 ident: 10.1016/j.asoc.2024.112545_b32 article-title: Rare earth-based nanomaterials for supercapacitors: Preparation, structure engineering and application publication-title: ChemSusChem doi: 10.1002/cssc.202200469 – volume: 86 year: 2023 ident: 10.1016/j.asoc.2024.112545_b3 article-title: Economic and environmental effects of mineral resource exploitation: Evidence from China publication-title: Resour. Policy doi: 10.1016/j.resourpol.2023.104063 – volume: 23 start-page: 867 issue: 2 year: 2023 ident: 10.1016/j.asoc.2024.112545_b20 article-title: Comprehensive evaluation and spatial layout of high-quality logistics industry development based on accelerated genetic algorithm-projection pursuit model publication-title: J. Comput. Methods Sci. Eng. – volume: 23 start-page: 173 issue: 2 year: 2018 ident: 10.1016/j.asoc.2024.112545_b63 article-title: IGD indicator-based evolutionary algorithm for many-objective optimization problems publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2018.2791283 – volume: 146 start-page: 688 year: 2019 ident: 10.1016/j.asoc.2024.112545_b48 article-title: Multi-objective optimization of the environmental-economic dispatch with reinforcement learning based on non-dominated sorting genetic algorithm publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2018.10.020 – year: 2006 ident: 10.1016/j.asoc.2024.112545_b53 – volume: 25 start-page: 102 issue: 1 year: 2020 ident: 10.1016/j.asoc.2024.112545_b60 article-title: A coevolutionary framework for constrained multiobjective optimization problems publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2020.3004012 – volume: 151 year: 2024 ident: 10.1016/j.asoc.2024.112545_b16 article-title: Decomposition–based multi-objective differential evolution for extractive multi-document automatic text summarization publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2023.110994 – volume: 49 start-page: 889 issue: 8 year: 2014 ident: 10.1016/j.asoc.2024.112545_b28 article-title: Geology and market-dependent significance of rare earth element resources publication-title: Miner. Depos. doi: 10.1007/s00126-014-0546-z – volume: 12 start-page: 73 issue: 4 year: 2017 ident: 10.1016/j.asoc.2024.112545_b68 article-title: PlatEMO: A MATLAB platform for evolutionary multi-objective optimization publication-title: IEEE Comput. Intell. Mag. doi: 10.1109/MCI.2017.2742868 – volume: 254 year: 2024 ident: 10.1016/j.asoc.2024.112545_b49 article-title: Multi-objective optimization of residential building energy consumption, daylighting, and thermal comfort based on BO-XGBoost-NSGA-II publication-title: Build. Environ. doi: 10.1016/j.buildenv.2024.111386 – volume: 23 start-page: 303 issue: 2 year: 2018 ident: 10.1016/j.asoc.2024.112545_b62 article-title: Two-archive evolutionary algorithm for constrained multiobjective optimization publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2018.2855411 – volume: 44 start-page: 665 year: 2019 ident: 10.1016/j.asoc.2024.112545_b64 article-title: Push and pull search for solving constrained multi-objective optimization problems publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2018.08.017 – volume: 85 year: 2023 ident: 10.1016/j.asoc.2024.112545_b27 article-title: A comprehensive evaluation of the international competitiveness of strategic minerals in China, Australia, Russia and India: The case of rare earths publication-title: Resour. Policy doi: 10.1016/j.resourpol.2023.103821 – volume: 33 start-page: 91 issue: 6 year: 2024 ident: 10.1016/j.asoc.2024.112545_b52 article-title: Improvement of gene expression programming algorithm and its application in comprehensive evaluation of social benefits: Taking the development of ionic rare earth resources in gannan as an example publication-title: China Min. Mag. – volume: 26 start-page: 6567 issue: 14 year: 2022 ident: 10.1016/j.asoc.2024.112545_b13 article-title: A quantum system control method based on enhanced reinforcement learning publication-title: Soft Comput. doi: 10.1007/s00500-022-07179-5 – volume: 276 year: 2021 ident: 10.1016/j.asoc.2024.112545_b34 article-title: Extraction and separation of heavy rare earth elements: A review publication-title: Sep. Purif. Technol. doi: 10.1016/j.seppur.2021.119263 – volume: 277 year: 2023 ident: 10.1016/j.asoc.2024.112545_b10 article-title: Multi-strategy multi-objective differential evolutionary algorithm with reinforcement learning publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2023.110801 – volume: 432 year: 2023 ident: 10.1016/j.asoc.2024.112545_b44 article-title: An evaluation of the economic benefits of rooftop distributed photovoltaic projects in the whole county in China publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2023.139744 – year: 2023 ident: 10.1016/j.asoc.2024.112545_b1 article-title: Towards sustainability in mineral resources publication-title: Ore Geol. Rev. doi: 10.1016/j.oregeorev.2023.105600 – volume: 288 year: 2021 ident: 10.1016/j.asoc.2024.112545_b37 article-title: Comprehensive benefits assessment of using recycled concrete aggregates as the substrate in constructed wetland polishing effluent from wastewater treatment plant publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2020.125551 – year: 2022 ident: 10.1016/j.asoc.2024.112545_b58 article-title: Domination-based selection and shift-based density estimation for constrained multiobjective optimization publication-title: IEEE Trans. Evol. Comput. – volume: 147 year: 2023 ident: 10.1016/j.asoc.2024.112545_b54 article-title: An optimized equation based on the gene expression programming method for estimating tunnel construction costs considering a variety of variables and indexes publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2023.110749 – year: 2023 ident: 10.1016/j.asoc.2024.112545_b18 article-title: Evaluation of China’s regional innovation capability based on simulated annealing projection pursuit model and nested fuzzy evaluation model publication-title: Expert Syst. doi: 10.1111/exsy.13179 – volume: 9 start-page: 113759 year: 2021 ident: 10.1016/j.asoc.2024.112545_b21 article-title: Comprehensive evaluation model for resettlement site selection in karst areas using multiobjective particle swarm optimization publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3101636 – volume: 376 year: 2024 ident: 10.1016/j.asoc.2024.112545_b50 article-title: Co-design of an unmanned cable shovel for structural and control integrated optimization: A highly heterogeneous constrained multi-objective optimization algorithm publication-title: Appl. Energy doi: 10.1016/j.apenergy.2024.124325 – volume: 291 year: 2023 ident: 10.1016/j.asoc.2024.112545_b4 article-title: Multi-objective optimization and evaluation of PEMFC performance based on orthogonal experiment and entropy weight method publication-title: Energy Convers. Manage. doi: 10.1016/j.enconman.2023.117310 – volume: 14 start-page: 15969 issue: 23 year: 2022 ident: 10.1016/j.asoc.2024.112545_b25 article-title: Effect evaluation of ecological compensation for strategic mineral resources exploitation based on VIKOR-AISM model publication-title: Sustainability doi: 10.3390/su142315969 – volume: 176 year: 2023 ident: 10.1016/j.asoc.2024.112545_b45 article-title: Altruistic production and distribution planning in the multilayer dual-channel supply chain: Using an improved NSGA-II with lion pride algorithm publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2022.108884 – volume: 54 year: 2024 ident: 10.1016/j.asoc.2024.112545_b51 article-title: Multi-objective optimization of a cogeneration system based on solar energy for clean hydrogen, cooling, and electricity production publication-title: Case Stud. Therm. Eng. doi: 10.1016/j.csite.2024.103990 – volume: Vol. 59 year: 2024 ident: 10.1016/j.asoc.2024.112545_b47 article-title: Multi-objective optimization of cable force of arch bridge constructed by cable-stayed cantilever cast-in-situ method based on improved NSGA-II publication-title: Appl. Therm. Eng. – volume: 116 year: 2020 ident: 10.1016/j.asoc.2024.112545_b8 article-title: Evaluation of the comprehensive benefit of various marine exploitation activities in China publication-title: Mar. Policy doi: 10.1016/j.marpol.2020.103924 – volume: 340 year: 2023 ident: 10.1016/j.asoc.2024.112545_b43 article-title: Co-optimization method research and comprehensive benefits analysis of regional integrated energy system publication-title: Appl. Energy doi: 10.1016/j.apenergy.2023.121034 – volume: 24 start-page: 938 issue: 5 year: 2020 ident: 10.1016/j.asoc.2024.112545_b65 article-title: A constrained multiobjective evolutionary algorithm with detect-and-escape strategy publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2020.2981949 – volume: 108 issue: 3 year: 2018 ident: 10.1016/j.asoc.2024.112545_b5 article-title: Comprehensive benefit analysis of regional water resources based on multi-objective evaluation publication-title: IOP Conf. Ser.: Earth Environ. Sci. – volume: 71 issue: 1 year: 2022 ident: 10.1016/j.asoc.2024.112545_b14 article-title: A quantum algorithm for evaluating the hamming distance publication-title: Comput. Mater. Continua – year: 2024 ident: 10.1016/j.asoc.2024.112545_b12 article-title: A quantum algorithm for system specifications verification publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2024.3383034 – volume: 23 start-page: 972 issue: 6 year: 2019 ident: 10.1016/j.asoc.2024.112545_b61 article-title: Evolutionary constrained multiobjective optimization: Test suite construction and performance comparisons publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2019.2896967 – volume: 10 start-page: 860 issue: 3 year: 2018 ident: 10.1016/j.asoc.2024.112545_b42 article-title: Comprehensive evaluation for operating efficiency of electricity retail companies based on the improved TOPSIS method and LSSVM optimized by modified ant colony algorithm from the view of sustainable development publication-title: Sustainability doi: 10.3390/su10030860 – volume: 136 year: 2022 ident: 10.1016/j.asoc.2024.112545_b46 article-title: Dynamic unbalance identification and quantitative diagnosis of cardan shaft in high-speed train based on improved TQWT-RBFNN-NSGA-II method publication-title: Eng. Fail. Anal. doi: 10.1016/j.engfailanal.2022.106226 – volume: 18 start-page: 602 issue: 4 year: 2013 ident: 10.1016/j.asoc.2024.112545_b59 article-title: An evolutionary many-objective optimization algorithm using reference-point based nondominated sorting approach, part II: Handling constraints and extending to an adaptive approach publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2013.2281534 – volume: 187 start-page: 1065 year: 2022 ident: 10.1016/j.asoc.2024.112545_b38 article-title: Social benefit evaluation of China’s photovoltaic poverty alleviation project publication-title: Renew. Energy doi: 10.1016/j.renene.2022.02.013 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.asoc.2024.112545_b35 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/4235.996017 – volume: 66 start-page: 163 year: 2017 ident: 10.1016/j.asoc.2024.112545_b7 article-title: Fuzzy evaluation of comprehensive benefit in urban renewal based on the perspective of core stakeholders publication-title: Habitat Int. doi: 10.1016/j.habitatint.2017.06.003 – volume: 83 start-page: 574 year: 2023 ident: 10.1016/j.asoc.2024.112545_b29 article-title: Rare earth alloy nanomaterials in electrocatalysis publication-title: J. Energy Chem. doi: 10.1016/j.jechem.2023.04.050 – volume: 17 start-page: 3119 issue: 6 year: 2022 ident: 10.1016/j.asoc.2024.112545_b22 article-title: Variable weight comprehensive evaluation of power quality and multi-objective optimization for multifunctional grid-connected inverter publication-title: J. Electr. Eng. Technol. – volume: 9 start-page: 1 issue: 1 year: 2021 ident: 10.1016/j.asoc.2024.112545_b30 article-title: Recent developments and applications on high-performance cast magnesium rare-earth alloys publication-title: J. Mag. Alloys doi: 10.1016/j.jma.2020.06.021 – volume: 35 start-page: 618 year: 2015 ident: 10.1016/j.asoc.2024.112545_b57 article-title: Gene expression programming to predict the discharge coefficient in rectangular side weirs publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2015.07.003 – year: 2023 ident: 10.1016/j.asoc.2024.112545_b26 article-title: Comprehensive quantitative evaluation of the future mining: A comparison of socio-economic benefits and eco-environmental impacts publication-title: Ore Geol. Rev. – volume: 175 year: 2023 ident: 10.1016/j.asoc.2024.112545_b9 article-title: Comprehensive evaluation of renewable energy development level based on game theory and TOPSIS publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2022.108873 – volume: 51 start-page: 4834 issue: 10 year: 2021 ident: 10.1016/j.asoc.2024.112545_b66 article-title: Handling constrained many-objective optimization problems via problem transformation publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2020.3031642 – volume: 52 start-page: 9559 issue: 9 year: 2022 ident: 10.1016/j.asoc.2024.112545_b67 article-title: Balancing objective optimization and constraint satisfaction in constrained evolutionary multiobjective optimization publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2020.3021138 – volume: 109 year: 2021 ident: 10.1016/j.asoc.2024.112545_b56 article-title: A robust MILP and gene expression programming based on heuristic rules for mixed-model multi-manned assembly line balancing publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2021.107513 – year: 2023 ident: 10.1016/j.asoc.2024.112545_b11 article-title: Micro multiobjective evolutionary algorithm with piecewise strategy for embedded-processor-based industrial optimization publication-title: IEEE Trans. Cybern. – volume: 485 year: 2023 ident: 10.1016/j.asoc.2024.112545_b33 article-title: Recent progress in mixed rare earth metal-organic frameworks: From synthesis to application publication-title: Coord. Chem. Rev. doi: 10.1016/j.ccr.2023.215121 – volume: 8 start-page: 12653 year: 2022 ident: 10.1016/j.asoc.2024.112545_b41 article-title: Comprehensive benefit evaluation of transmission and substation project for renewable energy connection: A case in China publication-title: Energy Rep. doi: 10.1016/j.egyr.2022.09.085 – ident: 10.1016/j.asoc.2024.112545_b36 doi: 10.1145/3321707.3321839 – volume: 378 year: 2022 ident: 10.1016/j.asoc.2024.112545_b19 article-title: Spatiotemporal assessment of water security in the dongting lake region: Insights from projection pursuit method and sparrow search algorithm publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2022.134447 – volume: 30 start-page: 95 issue: 10 year: 2021 ident: 10.1016/j.asoc.2024.112545_b69 article-title: Comparison of linear normalization methods and the conversion method of reverse indicators publication-title: Oper. Res. Manage. Sci. – volume: 4 start-page: 25 issue: 1 year: 2013 ident: 10.1016/j.asoc.2024.112545_b23 article-title: Comprehensive evaluation of social benefits of mineral resources development in ordos basin publication-title: Stud. Sociol. Sci. – year: 2023 ident: 10.1016/j.asoc.2024.112545_b24 article-title: Assessing the high-quality development strategy of mineral resource enterprises publication-title: Chin. Manage. Stud. – volume: 10 start-page: 643 issue: 6 year: 2021 ident: 10.1016/j.asoc.2024.112545_b40 article-title: Comprehensive evaluation of land use benefit in the Yellow River Basin from 1995 to 2018 publication-title: Land doi: 10.3390/land10060643 |
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