{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T05:14:52Z","timestamp":1735622092114,"version":"3.32.0"},"reference-count":55,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Mathematics and Computers in Simulation"],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1016\/j.matcom.2024.11.009","type":"journal-article","created":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T22:19:13Z","timestamp":1732054753000},"page":"207-226","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Competition-based two-stage evolutionary algorithm for constrained multi-objective optimization"],"prefix":"10.1016","volume":"230","author":[{"given":"Lupeng","family":"Hao","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0527-0209","authenticated-orcid":false,"given":"Weihang","family":"Peng","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2791-9581","authenticated-orcid":false,"given":"Junhua","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0003-2602-7754","authenticated-orcid":false,"given":"Wei","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0344-5429","authenticated-orcid":false,"given":"Yuan","family":"Li","sequence":"additional","affiliation":[]},{"given":"Kaixuan","family":"Qin","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.matcom.2024.11.009_b1","doi-asserted-by":"crossref","DOI":"10.1016\/j.matcom.2024.02.012","article-title":"A double auxiliary optimization constrained multi-objective evolutionary algorithm","author":"Yang","year":"2024","journal-title":"Math. Comput. Simulation"},{"issue":"02","key":"10.1016\/j.matcom.2024.11.009_b2","doi-asserted-by":"crossref","DOI":"10.1142\/S0217595921500196","article-title":"Variable neighborhood descent for multi-compartment and multi-objective vehicle routing problem in refined product distribution","volume":"39","author":"Wang","year":"2022","journal-title":"Asia-Pac. J. Oper. Res."},{"key":"10.1016\/j.matcom.2024.11.009_b3","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2021.128237","article-title":"Multi-objective resource integration for sustainable industrial clusters","volume":"316","author":"Ahmed","year":"2021","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.matcom.2024.11.009_b4","article-title":"A framework for constrained large-scale multi-objective white-box problems based on two-scale optimization through decision transfer","author":"Wang","year":"2024","journal-title":"Inform. Sci."},{"key":"10.1016\/j.matcom.2024.11.009_b5","doi-asserted-by":"crossref","DOI":"10.1016\/j.infsof.2024.107433","article-title":"Multi-objective optimization and integrated indicator-driven two-stage project recommendation in time-dependent software ecosystem","author":"Shen","year":"2024","journal-title":"Inf. Softw. Technol."},{"issue":"1","key":"10.1016\/j.matcom.2024.11.009_b6","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s00199-019-01239-y","article-title":"Full and constrained Pareto efficiency with incomplete financial markets","volume":"71","author":"Mendolicchio","year":"2021","journal-title":"Econom. Theory"},{"key":"10.1016\/j.matcom.2024.11.009_b7","article-title":"Multi-objective operating parameters optimization for the start process of proton exchange membrane fuel cell stack with non-dominated sorting genetic algorithm II","author":"Liu","year":"2024","journal-title":"J. Electrochem. Soc."},{"issue":"1","key":"10.1016\/j.matcom.2024.11.009_b8","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1109\/TEVC.2020.3004012","article-title":"A coevolutionary framework for constrained multiobjective optimization problems","volume":"25","author":"Tian","year":"2020","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"10","key":"10.1016\/j.matcom.2024.11.009_b9","doi-asserted-by":"crossref","first-page":"10163","DOI":"10.1109\/TCYB.2021.3056176","article-title":"Handling constrained multiobjective optimization problems via bidirectional coevolution","volume":"52","author":"Liu","year":"2021","journal-title":"IEEE Trans. Cybern."},{"issue":"1","key":"10.1016\/j.matcom.2024.11.009_b10","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/s10898-022-01132-4","article-title":"Finding non dominated points for multiobjective integer convex programs with linear constraints","volume":"84","author":"Zerfa","year":"2022","journal-title":"J. Global Optim."},{"key":"10.1016\/j.matcom.2024.11.009_b11","doi-asserted-by":"crossref","DOI":"10.1016\/j.asoc.2023.110845","article-title":"A coevolutionary constrained multi-objective algorithm with a learning constraint boundary","volume":"148","author":"Cao","year":"2023","journal-title":"Appl. Soft Comput."},{"issue":"12","key":"10.1016\/j.matcom.2024.11.009_b12","doi-asserted-by":"crossref","first-page":"4319","DOI":"10.1109\/TVCG.2021.3085197","article-title":"Pixel-wise weighted region-based 3D object tracking using contour constraints","volume":"28","author":"Huang","year":"2021","journal-title":"IEEE Trans. Vis. Comput. Graphics"},{"key":"10.1016\/j.matcom.2024.11.009_b13","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2022.110112","article-title":"A constrained multiobjective evolutionary algorithm based on adaptive constraint regulation","volume":"260","author":"Gu","year":"2023","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.matcom.2024.11.009_b14","doi-asserted-by":"crossref","DOI":"10.1016\/j.ins.2024.120143","article-title":"A MOEA\/D with adaptive weight subspace for regular and irregular multi-objective optimization problems","volume":"661","author":"Gu","year":"2024","journal-title":"Inform. Sci."},{"issue":"5","key":"10.1016\/j.matcom.2024.11.009_b15","doi-asserted-by":"crossref","first-page":"870","DOI":"10.1109\/TEVC.2019.2894743","article-title":"Handling constrained multiobjective optimization problems with constraints in both the decision and objective spaces","volume":"23","author":"Liu","year":"2019","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"9","key":"10.1016\/j.matcom.2024.11.009_b16","doi-asserted-by":"crossref","first-page":"9559","DOI":"10.1109\/TCYB.2020.3021138","article-title":"Balancing objective optimization and constraint satisfaction in constrained evolutionary multiobjective optimization","volume":"52","author":"Tian","year":"2021","journal-title":"IEEE Trans. Cybern."},{"issue":"4","key":"10.1016\/j.matcom.2024.11.009_b17","doi-asserted-by":"crossref","first-page":"602","DOI":"10.1109\/TEVC.2013.2281534","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","volume":"18","author":"Jain","year":"2013","journal-title":"IEEE Trans. Evolut. Comput."},{"key":"10.1016\/j.matcom.2024.11.009_b18","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2018.05.015","article-title":"On the importance of isolated infeasible solutions in the many-objective constrained NSGA-III","volume":"227","author":"Elarbi","year":"2021","journal-title":"Knowl.-Based Syst."},{"issue":"1","key":"10.1016\/j.matcom.2024.11.009_b19","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1017\/S1748499523000143","article-title":"Portfolio management for insurers and pension funds and COVID-19: targeting volatility for equity, balanced, and target-date funds with leverage constraints","volume":"18","author":"Doan","year":"2024","journal-title":"Ann. Actuar. Sci."},{"issue":"2","key":"10.1016\/j.matcom.2024.11.009_b20","doi-asserted-by":"crossref","first-page":"1455","DOI":"10.1007\/s40747-022-00851-1","article-title":"A constrained multi-objective optimization algorithm using an efficient global diversity strategy","volume":"9","author":"Long","year":"2023","journal-title":"Complex Intell. Syst."},{"key":"10.1016\/j.matcom.2024.11.009_b21","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1016\/j.matcom.2024.04.027","article-title":"Improving performance in swarm robots using multi-objective optimization","volume":"223","author":"Ordaz-Rivas","year":"2024","journal-title":"Math. Comput. Simulation"},{"key":"10.1016\/j.matcom.2024.11.009_b22","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1016\/j.matcom.2023.03.004","article-title":"Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems","volume":"210","author":"Ouyang","year":"2023","journal-title":"Math. Comput. Simulation"},{"key":"10.1016\/j.matcom.2024.11.009_b23","series-title":"Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28\u201331, 2021, Proceedings 11","first-page":"555","article-title":"Exploring constraint handling techniques in real-world problems on MOEA\/D with limited budget of evaluations","author":"Vaz","year":"2021"},{"key":"10.1016\/j.matcom.2024.11.009_b24","series-title":"2019 1st International Conference on Industrial Artificial Intelligence","first-page":"1","article-title":"A learning guided parameter setting for constrained multi-objective optimization","author":"Fan","year":"2019"},{"issue":"1","key":"10.1016\/j.matcom.2024.11.009_b25","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1109\/TCYB.2021.3069814","article-title":"Shift-based penalty for evolutionary constrained multiobjective optimization and its application","volume":"53","author":"Ma","year":"2021","journal-title":"IEEE Trans. Cybern."},{"key":"10.1016\/j.matcom.2024.11.009_b26","series-title":"2020 IEEE Congress on Evolutionary Computation","first-page":"1","article-title":"A multi-constraint handling techniquebased niching evolutionary algorithm for constrained multi-objective optimization problems","author":"Wang","year":"2020"},{"issue":"2","key":"10.1016\/j.matcom.2024.11.009_b27","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1109\/4235.996017","article-title":"A fast and elitist multiobjective genetic algorithm: NSGA-II","volume":"6","author":"Deb","year":"2002","journal-title":"IEEE Trans. Evol. Comput."},{"key":"10.1016\/j.matcom.2024.11.009_b28","series-title":"2016 IEEE Symposium Series on Computational Intelligence","first-page":"1","article-title":"An improved epsilon constraint handling method embedded in MOEA\/D for constrained multi-objective optimization problems","author":"Fan","year":"2016"},{"key":"10.1016\/j.matcom.2024.11.009_b29","series-title":"2016 IEEE Congress on Evolutionary Computation","first-page":"460","article-title":"Angle-based constrained dominance principle in MOEA\/D for constrained multi-objective optimization problems","author":"Fan","year":"2016"},{"key":"10.1016\/j.matcom.2024.11.009_b30","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1016\/j.asoc.2018.10.027","article-title":"MOEA\/D with angle-based constrained dominance principle for constrained multi-objective optimization problems","volume":"74","author":"Fan","year":"2019","journal-title":"Appl. Soft Comput."},{"issue":"9","key":"10.1016\/j.matcom.2024.11.009_b31","doi-asserted-by":"crossref","first-page":"5414","DOI":"10.1109\/TSMC.2019.2954491","article-title":"Indicator-based constrained multiobjective evolutionary algorithms","volume":"51","author":"Liu","year":"2019","journal-title":"IEEE Trans. Syst. Man Cybern.: Syst."},{"key":"10.1016\/j.matcom.2024.11.009_b32","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1007\/s10479-015-2017-z","article-title":"Using multi-objective evolutionary algorithms for single-objective constrained and unconstrained optimization","volume":"240","author":"Segura","year":"2016","journal-title":"Ann. Oper. Res."},{"issue":"3","key":"10.1016\/j.matcom.2024.11.009_b33","article-title":"Solving multi-objective functions for cancer treatment by using metaheuristic algorithms","volume":"11","author":"Heydarpoor","year":"2020","journal-title":"Int. J. Combin. Optim. Probl. Inform."},{"key":"10.1016\/j.matcom.2024.11.009_b34","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.swevo.2013.12.002","article-title":"A constraint handling technique for constrained multi-objective genetic algorithm","volume":"15","author":"Long","year":"2014","journal-title":"Swarm Evol. Comput."},{"issue":"7","key":"10.1016\/j.matcom.2024.11.009_b35","doi-asserted-by":"crossref","first-page":"1691","DOI":"10.1080\/02331934.2022.2048381","article-title":"Competitive secant (BFGS) methods based on modified secant relations for unconstrained optimization","volume":"72","author":"Javad Ebadi","year":"2023","journal-title":"Optimization"},{"issue":"8","key":"10.1016\/j.matcom.2024.11.009_b36","first-page":"3086","article-title":"Tri-goal evolution framework for constrained many-objective optimization","volume":"50","author":"Zhou","year":"2018","journal-title":"IEEE Trans. Syst. Man Cybern.: Syst."},{"issue":"6","key":"10.1016\/j.matcom.2024.11.009_b37","doi-asserted-by":"crossref","first-page":"2060","DOI":"10.1109\/TCYB.2018.2819208","article-title":"Cooperative differential evolution framework for constrained multiobjective optimization","volume":"49","author":"Wang","year":"2018","journal-title":"IEEE Trans. Cybern."},{"key":"10.1016\/j.matcom.2024.11.009_b38","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2021.107263","article-title":"A simple two-stage evolutionary algorithm for constrained multi-objective optimization","volume":"228","author":"Ming","year":"2021","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.matcom.2024.11.009_b39","series-title":"2023 9th International Conference on Signal Processing and Intelligent Systems","first-page":"1","article-title":"Optimizing EEG signal classification for motor imagery BCIs: FilterBank CSP with Riemannian manifolds and ensemble learning models","author":"Esfahani","year":"2023"},{"issue":"2","key":"10.1016\/j.matcom.2024.11.009_b40","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1109\/TEVC.2018.2855411","article-title":"Two-archive evolutionary algorithm for constrained multiobjective optimization","volume":"23","author":"Li","year":"2018","journal-title":"IEEE Trans. Evol. Comput."},{"key":"10.1016\/j.matcom.2024.11.009_b41","doi-asserted-by":"crossref","unstructured":"R. Hashimoto, H. Ishibuchi, N. Masuyama, Y. Nojima, Analysis of evolutionary multi-tasking as an island model, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018, pp. 1894\u20131897.","DOI":"10.1145\/3205651.3208228"},{"key":"10.1016\/j.matcom.2024.11.009_b42","article-title":"Utilizing the relationship between unconstrained and constrained pareto fronts for constrained multiobjective optimization","author":"Liang","year":"2022","journal-title":"IEEE Trans. Cybern."},{"key":"10.1016\/j.matcom.2024.11.009_b43","series-title":"31st Annual European Symposium on Algorithms (ESA 2023)","article-title":"Approximating connected maximum cuts via local search","author":"Schieber","year":"2023"},{"key":"10.1016\/j.matcom.2024.11.009_b44","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2022.116499","article-title":"A two-stage evolutionary algorithm based on three indicators for constrained multi-objective optimization","volume":"195","author":"Dong","year":"2022","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.matcom.2024.11.009_b45","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.ins.2021.01.029","article-title":"A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints","volume":"560","author":"Ma","year":"2021","journal-title":"Inform. Sci."},{"issue":"2","key":"10.1016\/j.matcom.2024.11.009_b46","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1109\/TEVC.2022.3145582","article-title":"An evolutionary multitasking optimization framework for constrained multiobjective optimization problems","volume":"26","author":"Qiao","year":"2022","journal-title":"IEEE Trans. Evol. Comput."},{"key":"10.1016\/j.matcom.2024.11.009_b47","first-page":"1","article-title":"Evolutionary algorithm for multiobjective optimization based on density estimation ranking","volume":"2021","author":"Li","year":"2021","journal-title":"Wirel. Commun. Mob. Comput."},{"key":"10.1016\/j.matcom.2024.11.009_b48","series-title":"2022 Global Conference on Robotics, Artificial Intelligence and Information Technology","first-page":"102","article-title":"A constrained multi-objective evolutionary algorithm based on weak cooperation framework and multi-chaotic operators","author":"Zhang","year":"2022"},{"key":"10.1016\/j.matcom.2024.11.009_b49","unstructured":"B. Center, Erik D. Goodman, Vol. 2016, City, 2008."},{"issue":"1","key":"10.1016\/j.matcom.2024.11.009_b50","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.bbe.2024.01.002","article-title":"Breast cancer diagnosis: A systematic review","volume":"44","author":"Wen","year":"2024","journal-title":"Biocybern. Biomed. Eng."},{"key":"10.1016\/j.matcom.2024.11.009_b51","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1007\/BF01195989","article-title":"On improving multiobjective genetic algorithms for design optimization","volume":"18","author":"Narayanan","year":"1999","journal-title":"Struct. Optim."},{"issue":"5","key":"10.1016\/j.matcom.2024.11.009_b52","doi-asserted-by":"crossref","first-page":"912","DOI":"10.1016\/j.camwa.2011.11.057","article-title":"Comparison of multi-objective optimization methodologies for engineering applications","volume":"63","author":"Chiandussi","year":"2012","journal-title":"Comput. Math. Appl."},{"issue":"5","key":"10.1016\/j.matcom.2024.11.009_b53","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1016\/j.engappai.2005.12.001","article-title":"An interactive fuzzy multi-objective optimization method for engineering design","volume":"19","author":"Huang","year":"2006","journal-title":"Eng. Appl. Artif. Intell."},{"key":"10.1016\/j.matcom.2024.11.009_b54","series-title":"IOP Conference Series: Materials Science and Engineering","article-title":"Acoustic optimization of a power take-off gear box using numerical transfer path analysis","volume":"Vol. 1097","author":"Wischmann","year":"2021"},{"key":"10.1016\/j.matcom.2024.11.009_b55","series-title":"Evolutionary Algorithms for Solving Multi-Objective Problems: Second Edition","first-page":"61","article-title":"MOP evolutionary algorithm approaches","author":"Coello","year":"2007"}],"container-title":["Mathematics and Computers in Simulation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0378475424004506?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0378475424004506?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T15:34:49Z","timestamp":1735572889000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0378475424004506"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":55,"alternative-id":["S0378475424004506"],"URL":"https:\/\/doi.org\/10.1016\/j.matcom.2024.11.009","relation":{},"ISSN":["0378-4754"],"issn-type":[{"type":"print","value":"0378-4754"}],"subject":[],"published":{"date-parts":[[2025,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Competition-based two-stage evolutionary algorithm for constrained multi-objective optimization","name":"articletitle","label":"Article Title"},{"value":"Mathematics and Computers in Simulation","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.matcom.2024.11.009","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Published by Elsevier B.V. on behalf of International Association for Mathematics and Computers in Simulation (IMACS).","name":"copyright","label":"Copyright"}]}}