{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T20:58:06Z","timestamp":1777409886805,"version":"3.51.4"},"reference-count":128,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T00:00:00Z","timestamp":1755820800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T00:00:00Z","timestamp":1755820800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J. King Saud Univ. Comput. Inf. Sci."],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1007\/s44443-025-00184-2","type":"journal-article","created":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T08:58:56Z","timestamp":1755853136000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Recent advances in multi-objective whale optimization algorithm, its versions and applications"],"prefix":"10.1007","volume":"37","author":[{"given":"Sharif Naser","family":"Makhadmeh","sequence":"first","affiliation":[]},{"given":"Sofian","family":"Kassaymeh","sequence":"additional","affiliation":[]},{"given":"Gaith","family":"Rjoub","sequence":"additional","affiliation":[]},{"given":"Bilal","family":"Bataineh","sequence":"additional","affiliation":[]},{"given":"Yousef","family":"Sanjalawe","sequence":"additional","affiliation":[]},{"given":"Mohammed Azmi","family":"Al-Betar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,8,22]]},"reference":[{"key":"184_CR1","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.eswa.2019.01.047","volume":"125","author":"M Abd Elaziz","year":"2019","unstructured":"Abd Elaziz M, Oliva D, Ewees AA, Xiong S (2019) Multi-level thresholding-based grey scale image segmentation using multi-objective multi-verse optimizer. Expert Syst Appl 125:112\u2013129","journal-title":"Expert Syst Appl"},{"key":"184_CR2","doi-asserted-by":"crossref","first-page":"261","DOI":"10.3390\/a12120261","volume":"12","author":"AM AbdelAziz","year":"2019","unstructured":"AbdelAziz AM, Soliman THA, Ghany KKA, Sewisy AAE-M (2019) A pareto-based hybrid whale optimization algorithm with tabu search for multi-objective optimization. Algorithms 12:261","journal-title":"Algorithms"},{"key":"184_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1017\/dsj.2021.3","volume":"7","author":"A AbdelAziz","year":"2021","unstructured":"AbdelAziz A, Soliman T, Ghany K, Sewisy A (2021) A hybrid multi-objective whale optimization algorithm for analyzing microarray data based on apache spark, PeerJ Computer. Science 7:1\u201326","journal-title":"Science"},{"key":"184_CR4","doi-asserted-by":"crossref","first-page":"e416","DOI":"10.7717\/peerj-cs.416","volume":"7","author":"AM AbdelAziz","year":"2021","unstructured":"AbdelAziz AM, Soliman T, Ghany KKA, Sewisy A (2021) A hybrid multi-objective whale optimization algorithm for analyzing microarray data based on apache spark. PeerJ Comput Sci 7:e416","journal-title":"PeerJ Comput Sci"},{"key":"184_CR5","doi-asserted-by":"crossref","unstructured":"AbdelAziz A, Soliman T, Ghany K, Sewisy A-M (2019) A pareto-based hybrid whale optimization algorithm with tabu search for multi-objective optimization. Algorithms 12","DOI":"10.3390\/a12120261"},{"key":"184_CR6","doi-asserted-by":"crossref","unstructured":"Abdel-Basset M, Mohamed R, Mirjalili S (2021) A novel whale optimization algorithm integrated with nelder-mead simplex for multi-objective optimization problems. Knowl-Based Syst 212","DOI":"10.1016\/j.knosys.2020.106619"},{"key":"184_CR7","doi-asserted-by":"crossref","unstructured":"Aboud A, Rokbani N, Alimi AM (2023) A beta multi-objective whale optimization algorithm. In: 2023 IEEE Symposium on Computers and Communications (ISCC), IEEE, pp 876\u2013879","DOI":"10.1109\/ISCC58397.2023.10217944"},{"key":"184_CR8","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/s11235-019-00559-7","volume":"72","author":"M Ahmed","year":"2019","unstructured":"Ahmed M, Houssein E, Hassanien A, Taha A, Hassanien E (2019) Maximizing lifetime of large-scale wireless sensor networks using multi-objective whale optimization algorithm. Telecommun Syst 72:243\u2013259","journal-title":"Telecommun Syst"},{"key":"184_CR9","doi-asserted-by":"crossref","first-page":"9158","DOI":"10.1016\/j.egyr.2022.07.015","volume":"8","author":"I Ahmed","year":"2022","unstructured":"Ahmed I, Alvi U-E-H, Basit A, Rehan M, Hong K-S (2022) Multi-objective whale optimization approach for cost and emissions scheduling of thermal plants in energy hubs. Energy Rep 8:9158\u20139174","journal-title":"Energy Rep"},{"key":"184_CR10","doi-asserted-by":"crossref","unstructured":"Ahmed D,\u00a0Wang L,\u00a0Dai Z (2020) Multi-objective whale optimization algorithm and optimal area product model based design of litz-wire gapped high-frequency transformer for llc resonant converters, pp 497\u2013501","DOI":"10.1109\/ECCE44975.2020.9235756"},{"key":"184_CR11","doi-asserted-by":"crossref","unstructured":"Al-Betar MA, Kassaymeh S, Makhadmeh SN, Fraihat S, Abdullah S (2023) Feedforward neural network-based augmented salp swarm optimizer for accurate software development cost forecasting. Appl Soft Comput 149:111008","DOI":"10.1016\/j.asoc.2023.111008"},{"key":"184_CR12","first-page":"1221","volume":"14","author":"M Al-Laham","year":"2023","unstructured":"Al-Laham M, Abdullah S, Al-Maaitah MA, Al-Betar MA, Kassaymeh S, Azzazi A (2023) Parameter identification of a multilayer perceptron neural network using an optimized salp swarm algorithm. Int J Adv Comput Sci Appl 14:1221\u20131232","journal-title":"Int J Adv Comput Sci Appl"},{"key":"184_CR13","doi-asserted-by":"crossref","DOI":"10.1016\/j.compeleceng.2023.108923","volume":"111","author":"M Al-Laham","year":"2023","unstructured":"Al-Laham M, Kassaymeh S, Al-Betar MA, Makhadmeh SN, Albashish D, Alweshah M (2023) An efficient convergence-boosted salp swarm optimizer-based artificial neural network for the development of software fault prediction models. Comput Electr Eng 111:108923","journal-title":"Comput Electr Eng"},{"key":"184_CR14","doi-asserted-by":"crossref","unstructured":"Alyasseri ZAA, Ali NS, Al-Betar MA, Makhadmeh SN,\u00a0Jamil N, Awadallah MA,\u00a0Braik M,\u00a0Mirjalili S (2024) Recent advances of whale optimization algorithm, its versions and applications, Handbook of Whale Optimization Algorithm 9\u201331","DOI":"10.1016\/B978-0-32-395365-8.00008-7"},{"key":"184_CR15","first-page":"297","volume":"18","author":"S Ang","year":"2018","unstructured":"Ang S, Leeton U, Kulworawanichpong T, Chayakulkeeree K (2018) Multi-objective real power loss and voltage deviation minimization for grid connected micro power system using whale optimization algorithm. Inter Energy J 18:297\u2013310","journal-title":"Inter Energy J"},{"key":"184_CR16","doi-asserted-by":"crossref","first-page":"16143","DOI":"10.1007\/s00500-023-07995-3","volume":"27","author":"A Asghari","year":"2023","unstructured":"Asghari A, Azgomi H, Darvishmofarahi Z (2023) Multi-objective edge server placement using the whale optimization algorithm and game theory. Soft Comput 27:16143\u201316157","journal-title":"Soft Comput"},{"key":"184_CR17","doi-asserted-by":"crossref","first-page":"16143","DOI":"10.1007\/s00500-023-07995-3","volume":"27","author":"A Asghari","year":"2023","unstructured":"Asghari A, Azgomi H, Darvishmofarahi Z (2023) Multi-objective edge server placement using the whale optimization algorithm and game theory. Soft Comput 27:16143\u201316157","journal-title":"Soft Comput"},{"key":"184_CR18","doi-asserted-by":"crossref","first-page":"26135","DOI":"10.1007\/s11042-018-5840-9","volume":"77","author":"M Aziz","year":"2018","unstructured":"Aziz M, Ewees A, Hassanien A (2018) Multi-objective whale optimization algorithm for content-based image retrieval. Multimed Tools Appl 77:26135\u201326172","journal-title":"Multimed Tools Appl"},{"key":"184_CR19","doi-asserted-by":"crossref","unstructured":"Bali H, Gill A, Choudhary A, Anand D, Alharithi FS, Aldossary SM, Maz\u00f3n JLV (2022) Multi-objective energy efficient adaptive whale optimization based routing for wireless sensor network. Energies 15","DOI":"10.3390\/en15145237"},{"key":"184_CR20","doi-asserted-by":"crossref","first-page":"24179","DOI":"10.1002\/er.8724","volume":"46","author":"F Bian","year":"2022","unstructured":"Bian F, You S, Zhao H, Chen C, Yu Z, Lai Y (2022) Energy, exergy, economy analysis, and multi-objective optimization of a novel integrated energy system by combining artificial neural network and whale optimization algorithm. Int J Energy Res 46:24179\u201324196","journal-title":"Int J Energy Res"},{"key":"184_CR21","doi-asserted-by":"crossref","unstructured":"Bian F, You S, Zhao H, Chen C, Yu Z, Lai Y (2022) Energy, exergy, economy analysis, and multi-objective optimization of a novel integrated energy system by combining artificial neural network and whale optimization algorithm. Int J Energy Res","DOI":"10.1002\/er.8724"},{"key":"184_CR22","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1016\/S0965-9978(00)00110-1","volume":"32","author":"J Branke","year":"2001","unstructured":"Branke J, Kau\u00dfler T, Schmeck H (2001) Guidance in evolutionary multi-objective optimization. Adv Eng Softw 32:499\u2013507","journal-title":"Adv Eng Softw"},{"key":"184_CR23","doi-asserted-by":"crossref","unstructured":"Branke J,\u00a0Deb K (2005) Integrating user preferences into evolutionary multi-objective optimization. In: Knowledge incorporation in evolutionary computation, Springer, pp 461\u2013477","DOI":"10.1007\/978-3-540-44511-1_21"},{"key":"184_CR24","doi-asserted-by":"crossref","unstructured":"Cai Z, Choo YH,\u00a0Le V (2023) A clustering-based whale optimisation algorithm for multi-objective flexible job shop problems. In: 2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS), IEEE, pp 196\u2013202","DOI":"10.1109\/IoTaIS60147.2023.10346077"},{"key":"184_CR25","doi-asserted-by":"crossref","unstructured":"Chen G, Man X, Zhao X (2020) Simulation research of multi-objective environmental economic power dispatching based on improved whale optimization algorithm. In: 2020 Chinese Automation Congress (CAC), IEEE, pp 420\u2013425","DOI":"10.1109\/CAC51589.2020.9327535"},{"key":"184_CR26","first-page":"68","volume":"29","author":"G Chen","year":"2021","unstructured":"Chen G, Man X, Long Y, Zhang Z (2021) Application of multi-objective new whale optimization algorithm for environment economic power dispatch problem. Eng Lett 29:68\u201381","journal-title":"Eng Lett"},{"key":"184_CR27","first-page":"1","volume":"51","author":"G Chen","year":"2021","unstructured":"Chen G, Zhao X, Xiang Y, Zeng X, Long H (2021) Research on multi-objective active power optimization simulation of novel improved whale optimization algorithm. IAENG Int J Appl Math 51:1\u201320","journal-title":"IAENG Int J Appl Math"},{"key":"184_CR28","volume-title":"Evolutionary algorithms for solving multi-objective problems,","author":"CAC Coello","year":"2007","unstructured":"Coello CAC, Lamont GB, Van Veldhuizen DA et al (2007) Evolutionary algorithms for solving multi-objective problems, vol 5. Springer"},{"key":"184_CR29","doi-asserted-by":"crossref","unstructured":"Collette Y,\u00a0Siarry P (2004) Multiobjective optimization: principles and case studies. Springer Science & Business Media","DOI":"10.1007\/978-3-662-08883-8"},{"key":"184_CR30","doi-asserted-by":"crossref","unstructured":"Dao T-K, Pan T-S, Pan J-S (2016) A multi-objective optimal mobile robot path planning based on whale optimization algorithm. In: 2016 IEEE 13th international conference on signal processing (ICSP), IEEE, pp 337\u2013342","DOI":"10.1109\/ICSP.2016.7877851"},{"key":"184_CR31","doi-asserted-by":"crossref","first-page":"1639","DOI":"10.1007\/s00202-020-00983-y","volume":"102","author":"A Darvish Falehi","year":"2020","unstructured":"Darvish Falehi A (2020) Optimal harmonic mitigation strategy based on multiobjective whale optimization algorithm for asymmetrical half-cascaded multilevel inverter. Electric Eng 102:1639\u20131650","journal-title":"Electric Eng"},{"key":"184_CR32","doi-asserted-by":"crossref","unstructured":"Deb K (2012) Advances in evolutionary multi-objective optimization. In: International Symposium on Search Based Software Engineering, Springer, pp 1\u201326","DOI":"10.1007\/978-3-642-33119-0_1"},{"key":"184_CR33","doi-asserted-by":"crossref","unstructured":"Deb K (2014) Multi-objective optimization. In: Search methodologies, Springer, pp 403\u2013449","DOI":"10.1007\/978-1-4614-6940-7_15"},{"key":"184_CR34","first-page":"1905","volume":"29","author":"A Dhumane","year":"2020","unstructured":"Dhumane A, Midhunchakkaravarthy D (2020) Multi-objective whale optimization algorithm using fractional calculus for green routing in internet of things. Int J Adv Sci Technol 29:1905\u20131922","journal-title":"Int J Adv Sci Technol"},{"key":"184_CR35","first-page":"23","volume":"730","author":"M El Aziz","year":"2018","unstructured":"El Aziz M, Ewees A, Hassanien A, Mudhsh M, Xiong S (2018) Multi-objective whale optimization algorithm for multilevel thresholding segmentation, Studies in Computational. Intelligence 730:23\u201339","journal-title":"Intelligence"},{"key":"184_CR36","doi-asserted-by":"crossref","unstructured":"El-Dabah M, Ebrahim MA, El-Sehiemy RA, Alaas Z, Ramadan M (2022) A modified whale optimizer for single-and multi-objective opf frameworks. Energies 15","DOI":"10.3390\/en15072378"},{"key":"184_CR37","doi-asserted-by":"crossref","unstructured":"Feng W,\u00a0Deng B (2020) A modified multi-objective whale optimization algorithm with dynamic leader selection mechanism. In: 2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA), IEEE, pp 985\u2013989","DOI":"10.1109\/ICMTMA50254.2020.00213"},{"key":"184_CR38","doi-asserted-by":"crossref","first-page":"5358","DOI":"10.1007\/s10489-020-02018-2","volume":"51","author":"M Ghasemi","year":"2021","unstructured":"Ghasemi M, Bagherifard K, Parvin H, Nejatian S, Pho K-H (2021) Multi-objective whale optimization algorithm and multi-objective grey wolf optimizer for solving next release problem with developing fairness and uncertainty quality indicators. Appl Intell 51:5358\u20135387","journal-title":"Appl Intell"},{"key":"184_CR39","doi-asserted-by":"crossref","unstructured":"Ghoroqi M, Ghoddousi P, Makui A, Shirzadi Javid AA, Talebi S (2024) Integration of resource supply management and scheduling of construction projects using multi-objective whale optimization algorithm and nsga-ii. Soft Computing","DOI":"10.1007\/s00500-023-09467-0"},{"key":"184_CR40","first-page":"1","volume":"141","author":"A Got","year":"2020","unstructured":"Got A, Moussaoui A, Zouache D (2020) A guided population archive whale optimization algorithm for solving multiobjective optimization problems. Expert Syst Appl 141:1","journal-title":"Expert Syst Appl"},{"key":"184_CR41","doi-asserted-by":"crossref","unstructured":"Got A, Moussaoui A, Zouache D (2021) Hybrid filter-wrapper feature selection using whale optimization algorithm: A multi-objective approach. Expert Syst Appl 183","DOI":"10.1016\/j.eswa.2021.115312"},{"key":"184_CR42","doi-asserted-by":"crossref","unstructured":"Guan Y, Lv M, Li S, Su Y, Dong S (2023) Optimized sensor placement of water supply network based on multi-objective white whale optimization algorithm. Water (Switzerland) 15","DOI":"10.3390\/w15152677"},{"key":"184_CR43","doi-asserted-by":"crossref","first-page":"9637","DOI":"10.1007\/s12652-023-04636-3","volume":"14","author":"F Gul","year":"2023","unstructured":"Gul F, Mir I, Mir S, Abualigah L (2023) Multi-agent robotics system with whale optimizer as a multi-objective problem. J Ambient Intell Human Comput 14:9637\u20139649","journal-title":"J Ambient Intell Human Comput"},{"key":"184_CR44","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s42979-025-03872-y","volume":"6","author":"HS Hamatta","year":"2025","unstructured":"Hamatta HS, Deepika CL, Rjoub G, Kassaymeh S, Manikandan R, Suman SK, Bhagyalakshmi L (2025) Integration of deep learning and image segmentation in computational modeling for improved biospeckle image analysis. SN Computer Science 6:1\u201314","journal-title":"SN Computer Science"},{"key":"184_CR45","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1007\/978-3-319-50212-0_44","volume":"64","author":"M-F Horng","year":"2017","unstructured":"Horng M-F, Dao T-K, Shieh C-S, Nguyen T-T (2017) A multi-objective optimal vehicle fuel consumption based on whale optimization algorithm. Smart Innov Syst Technol 64:371\u2013380","journal-title":"Smart Innov Syst Technol"},{"key":"184_CR46","doi-asserted-by":"crossref","unstructured":"Hou G, Gong L, Yang Z, Zhang J (2020) Multi-objective economic model predictive control for gas turbine system based on quantum simultaneous whale optimization algorithm. Energy Convers Manag 207","DOI":"10.1016\/j.enconman.2020.112498"},{"key":"184_CR47","doi-asserted-by":"crossref","unstructured":"Houssein EH, Saeed MK, Hu G, Al-Sayed MM (2024) Metaheuristics for solving global and engineering optimization problems: Review, applications, open issues and challenges. Arch Comput Methods Eng 1\u201335","DOI":"10.1007\/s11831-024-10168-6"},{"key":"184_CR48","doi-asserted-by":"crossref","unstructured":"Huang M,\u00a0Zhai Q,\u00a0Chen Y,\u00a0Feng S,\u00a0Shu F (2021) Multi-objective whale optimization algorithm for computation offloading optimization in mobile edge computing. Sensors 21","DOI":"10.3390\/s21082628"},{"key":"184_CR49","doi-asserted-by":"crossref","unstructured":"Kamel S, Selim A, Jurado F, Yu J, Xie K, Yu C (2019) Multi-objective whale optimization algorithm for optimal integration of multiple dgs into distribution systems. In: 2019 IEEE innovative smart grid technologies-Asia (ISGT Asia), IEEE, pp 1312\u20131317","DOI":"10.1109\/ISGT-Asia.2019.8881761"},{"key":"184_CR50","doi-asserted-by":"crossref","first-page":"2265","DOI":"10.1007\/s11280-022-01082-7","volume":"25","author":"Y Kang","year":"2022","unstructured":"Kang Y, Yang X, Pu B, Wang X, Wang H, Xu Y, Wang P (2022) Hwoa: An intelligent hybrid whale optimization algorithm for multi-objective task selection strategy in edge cloud computing system. World Wide Web 25:2265\u20132295","journal-title":"World Wide Web"},{"key":"184_CR51","doi-asserted-by":"crossref","first-page":"2265","DOI":"10.1007\/s11280-022-01082-7","volume":"25","author":"Y Kang","year":"2022","unstructured":"Kang Y, Yang X, Pu B, Wang X, Wang H, Xu Y, Wang P (2022) Hwoa: an intelligent hybrid whale optimization algorithm for multi-objective task selection strategy in edge cloud computing system. World Wide Web 25:2265\u20132295","journal-title":"World Wide Web"},{"key":"184_CR52","doi-asserted-by":"crossref","first-page":"4451","DOI":"10.1007\/s11063-021-10607-6","volume":"53","author":"S Kassaymeh","year":"2021","unstructured":"Kassaymeh S, Abdullah S, Al-Laham M, Alweshah M, Al-Betar MA, Othman Z (2021) Salp swarm optimizer for modeling software reliability prediction problems. Neural Process Lett 53:4451\u20134487","journal-title":"Neural Process Lett"},{"key":"184_CR53","doi-asserted-by":"crossref","first-page":"9349","DOI":"10.1007\/s00500-022-07280-9","volume":"26","author":"S Kassaymeh","year":"2022","unstructured":"Kassaymeh S, Abdullah S, Al-Betar MA, Alweshah M, Al-Laham M, Othman Z (2022) Self-adaptive salp swarm algorithm for optimization problems. Soft Comput 26:9349\u20139368","journal-title":"Soft Comput"},{"key":"184_CR54","doi-asserted-by":"crossref","first-page":"18727","DOI":"10.1007\/s00521-024-10131-3","volume":"36","author":"S Kassaymeh","year":"2024","unstructured":"Kassaymeh S, Al-Betar MA, Rjoubd G, Fraihat S, Abdullah S, Almasri A (2024) Optimizing beyond boundaries: empowering the salp swarm algorithm for global optimization and defective software module classification. Neural Comput Appl 36:18727\u201318759","journal-title":"Neural Comput Appl"},{"key":"184_CR55","doi-asserted-by":"crossref","first-page":"3877","DOI":"10.1007\/s10462-023-10618-w","volume":"56","author":"S Kassaymeh","year":"2023","unstructured":"Kassaymeh S, Abdullah S, Al-Betar MA, Alweshah M, Salem AA, Makhadmeh SN, Al-Ma\u2019aitah MA (2023) An enhanced salp swarm optimizer boosted by local search algorithm for modelling prediction problems in software engineering. Artif Intell Rev 56:3877\u20133925","journal-title":"Artif Intell Rev"},{"key":"184_CR56","doi-asserted-by":"crossref","unstructured":"Kassaymeh S,\u00a0Alweshah M, Al-Betar MA, Hammouri AI, Al-Ma\u2019aitah MA (2023) Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques. Cluster Computing 1\u201324","DOI":"10.1007\/s10586-023-03979-y"},{"key":"184_CR57","doi-asserted-by":"crossref","unstructured":"Kotary DK, Nanda SJ (2020) Distributed clustering in peer to peer networks using multi-objective whale optimization. Appl Soft Comput J 96","DOI":"10.1016\/j.asoc.2020.106625"},{"key":"184_CR58","doi-asserted-by":"crossref","unstructured":"Kumawat IR, Nanda SJ, Maddila RK (2017) Multi-objective whale optimization, volume 2017-December, pp 2747 \u2013 2752","DOI":"10.1109\/TENCON.2017.8228329"},{"key":"184_CR59","doi-asserted-by":"crossref","unstructured":"Kumawat IR, Nanda SJ, Maddila RK (2017) Multi-objective whale optimization. In: Tencon 2017-2017 ieee region 10 conference, IEEE, pp 2747\u20132752","DOI":"10.1109\/TENCON.2017.8228329"},{"key":"184_CR60","first-page":"157","volume":"975","author":"H Lahoti","year":"2023","unstructured":"Lahoti H, Singh AK, Sultana S, Paul S (2023) Quasi-oppositional whale optimization algorithm for solving multi-objective optimal dg emplacement problem in radial distribution network, Lecture Notes in Electrical. Engineering 975:157\u2013173","journal-title":"Engineering"},{"key":"184_CR61","doi-asserted-by":"crossref","unstructured":"Li A-D, He Z (2020) Multiobjective feature selection for key quality characteristic identification in production processes using a nondominated-sorting-based whale optimization algorithm. Comput Industr Eng 149","DOI":"10.1016\/j.cie.2020.106852"},{"key":"184_CR62","doi-asserted-by":"crossref","unstructured":"Li L-L, Fan X-D, Wu K-J, Sethanan K, Tseng M-L (2024) Multi-objective distributed generation hierarchical optimal planning in distribution network: Improved beluga whale optimization algorithm. Expert Syst Appl 237","DOI":"10.1016\/j.eswa.2023.121406"},{"key":"184_CR63","doi-asserted-by":"crossref","first-page":"15131","DOI":"10.1007\/s00500-021-06390-0","volume":"25","author":"Y Li","year":"2021","unstructured":"Li Y, Li W-G, Zhao Y-T, Liu A (2021) Opposition-based multi-objective whale optimization algorithm with multi-leader guiding. Soft Comput 25:15131\u201315161","journal-title":"Soft Comput"},{"key":"184_CR64","doi-asserted-by":"crossref","first-page":"1713","DOI":"10.1080\/00207721.2023.2209873","volume":"54","author":"H Li","year":"2023","unstructured":"Li H, Liu H, Lan C, Yin Y, Wu P, Yan C, Zeng N (2023) Smwo\/d: a decomposition-based switching multi-objective whale optimiser for structural optimisation of turbine disk in aero-engines. Int J Syst Sci 54:1713\u20131728","journal-title":"Int J Syst Sci"},{"key":"184_CR65","doi-asserted-by":"crossref","unstructured":"Liang B, Han S, Li W, Huang G, He R (2023) Spatial-temporal alignment of time series with different sampling rates based on cellular multi-objective whale optimization. Inform Process Manag 60","DOI":"10.1016\/j.ipm.2022.103123"},{"key":"184_CR66","doi-asserted-by":"crossref","unstructured":"Makhadmeh SN, Awadallah MA,\u00a0Kassaymeh S, Al-Betar MA,\u00a0Sanjalawe Y,\u00a0Kouka S,\u00a0Al-Redhaei A (2025) Recent advances in multi-objective cuckoo search algorithm, its variants and applications. Arch Comput Meth Eng 1\u201328","DOI":"10.1007\/s44443-025-00184-2"},{"key":"184_CR67","doi-asserted-by":"crossref","unstructured":"Malleswari NSN,\u00a0Kalpana D,\u00a0Marlin S, Ganapathy NBS,\u00a0Arun M,\u00a0Satyanarayana P (2023) Enhancement of network security in manet by using guided whale optimization algorithm (gwoa) for solving multiobjective optimization. In: 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), vol\u00a01, IEEE, pp 1471\u20131476","DOI":"10.1109\/ICACCS57279.2023.10112966"},{"key":"184_CR68","doi-asserted-by":"crossref","first-page":"791","DOI":"10.1016\/j.jksuci.2023.01.016","volume":"35","author":"S Mangalampalli","year":"2023","unstructured":"Mangalampalli S, Karri GR, Kose U (2023) Multi objective trust aware task scheduling algorithm in cloud computing using whale optimization. J King Saud Univ - Comput Inf Sci 35:791\u2013809","journal-title":"J King Saud Univ - Comput Inf Sci"},{"key":"184_CR69","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1007\/s00158-003-0368-6","volume":"26","author":"RT Marler","year":"2004","unstructured":"Marler RT, Arora JS (2004) Survey of multi-objective optimization methods for engineering. Struct Multidiscip Optim 26:369\u2013395","journal-title":"Struct Multidiscip Optim"},{"key":"184_CR70","doi-asserted-by":"crossref","first-page":"3580","DOI":"10.1007\/s11227-022-04791-y","volume":"79","author":"B Mefgouda","year":"2023","unstructured":"Mefgouda B, Idoudi H (2023) New network interface selection based on madm and multi-objective whale optimization algorithm in heterogeneous wireless networks. J Supercomput 79:3580\u20133615","journal-title":"J Supercomput"},{"key":"184_CR71","doi-asserted-by":"crossref","unstructured":"Mefgouda B,\u00a0Idoudi H (2021) Multi-objective whale optimization for network interface selection in hwns. In: 2021 IEEE 30th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), IEEE, pp 23\u201326","DOI":"10.1109\/WETICE53228.2021.00016"},{"key":"184_CR72","doi-asserted-by":"crossref","unstructured":"Mefgouda B, Idoudi H (2022) New network interface selection based on madm and multi-objective whale optimization algorithm in heterogeneous wireless networks. J Supercomput","DOI":"10.1007\/s11227-022-04791-y"},{"key":"184_CR73","doi-asserted-by":"crossref","unstructured":"Mehdi M, Ahmad A, Haq S, Saqib M, Ullah M (2021) Dynamic economic emission dispatch using whale optimization algorithm for multi-objective function. Electric Eng Electromech 64\u201369","DOI":"10.20998\/2074-272X.2021.2.09"},{"key":"184_CR74","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.advengsoft.2016.01.008","volume":"95","author":"S Mirjalili","year":"2016","unstructured":"Mirjalili S, Lewis A (2016) The whale optimization algorithm. Adv Eng Softw 95:51\u201367","journal-title":"Adv Eng Softw"},{"key":"184_CR75","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1007\/s10489-016-0825-8","volume":"46","author":"S Mirjalili","year":"2017","unstructured":"Mirjalili S, Jangir P, Saremi S (2017) Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems. Appl Intell 46:79\u201395","journal-title":"Appl Intell"},{"key":"184_CR76","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1016\/j.advengsoft.2017.07.002","volume":"114","author":"S Mirjalili","year":"2017","unstructured":"Mirjalili S, Gandomi AH, Mirjalili SZ, Saremi S, Faris H, Mirjalili SM (2017) Salp swarm algorithm: A bio-inspired optimizer for engineering design problems. Adv Eng Softw 114:163\u2013191","journal-title":"Adv Eng Softw"},{"key":"184_CR77","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.eswa.2015.10.039","volume":"47","author":"S Mirjalili","year":"2016","unstructured":"Mirjalili S, Saremi S, Mirjalili SM, Coelho LdS (2016) Multi-objective grey wolf optimizer: a novel algorithm for multi-criterion optimization. Expert Syst Appl 47:106\u2013119","journal-title":"Expert Syst Appl"},{"key":"184_CR78","doi-asserted-by":"crossref","unstructured":"Morteza H, Jameii SM, Sohrabi MK (2023) An improved learning automata based multi-objective whale optimization approach for multi-objective portfolio optimization in financial markets. Expert Syst Appl 224","DOI":"10.1016\/j.eswa.2023.119970"},{"key":"184_CR79","doi-asserted-by":"crossref","unstructured":"Narendrababu\u00a0Reddy G, Kumar SP (2018) Multi objective task scheduling algorithm for cloud computing using whale optimization technique. In: Smart and Innovative Trends in Next Generation Computing Technologies: Third International Conference, NGCT 2017, Dehradun, India, October 30-31, 2017, Revised Selected Papers, Part I 3, Springer, pp 286\u2013297","DOI":"10.1007\/978-981-10-8657-1_22"},{"key":"184_CR80","doi-asserted-by":"crossref","first-page":"1887","DOI":"10.1007\/s11277-019-06817-w","volume":"110","author":"G Natesan","year":"2020","unstructured":"Natesan G, Chokkalingam A (2020) Multi-objective task scheduling using hybrid whale genetic optimization algorithm in heterogeneous computing environment. Wireless Pers Commun 110:1887\u20131913","journal-title":"Wireless Pers Commun"},{"key":"184_CR81","doi-asserted-by":"crossref","first-page":"1887","DOI":"10.1007\/s11277-019-06817-w","volume":"110","author":"G Natesan","year":"2020","unstructured":"Natesan G, Chokkalingam A (2020) Multi-objective task scheduling using hybrid whale genetic optimization algorithm in heterogeneous computing environment. Wireless Pers Commun 110:1887\u20131913","journal-title":"Wireless Pers Commun"},{"key":"184_CR82","doi-asserted-by":"crossref","unstructured":"Ni L, Sun X, Li X, Zhang J (2021) Gcwoas2: Multiobjective task scheduling strategy based on gaussian cloud-whale optimization in cloud computing. Computat Intell Neurosci 2021","DOI":"10.1155\/2021\/5546758"},{"key":"184_CR83","doi-asserted-by":"crossref","first-page":"441","DOI":"10.55549\/epstem.1226675","volume":"21","author":"CE Nugrahen\u0131","year":"2022","unstructured":"Nugrahen\u0131 CE, Abednego L, Saputra CS (2022) Whale optimization algorithms for multi-objective flowshop scheduling problems. Eurasia Proceed Sci Technol Eng Math 21:441\u2013451","journal-title":"Eurasia Proceed Sci Technol Eng Math"},{"key":"184_CR84","doi-asserted-by":"crossref","first-page":"568","DOI":"10.1080\/15325008.2023.2179130","volume":"51","author":"C Paul","year":"2023","unstructured":"Paul C, Roy PK, Mukherjee V (2023) Wind and solar based multi-objective hydro-thermal scheduling using chaotic-oppositional whale optimization algorithm. Electric Power Compon Syst 51:568\u2013592","journal-title":"Electric Power Compon Syst"},{"key":"184_CR85","doi-asserted-by":"crossref","unstructured":"Paul C, Roy PK, Dutta S, Paul S, Sultana S (2023) Multi-objective hydrothermal scheduling using chaotic based whale optimization algorithm","DOI":"10.1080\/15325008.2023.2179130"},{"key":"184_CR86","doi-asserted-by":"crossref","first-page":"2797","DOI":"10.1016\/j.aej.2017.11.003","volume":"57","author":"D Prakash","year":"2018","unstructured":"Prakash D, Lakshminarayana C (2018) Multiple dg placements in radial distribution system for multi objectives using whale optimization algorithm. Alex Eng J 57:2797\u20132806","journal-title":"Alex Eng J"},{"key":"184_CR87","first-page":"1735","volume":"24","author":"A Praveena","year":"2023","unstructured":"Praveena A, Smys S (2023) Probabilistic neural network based on a multi-objective hybrid whale-firefly optimisation for detecting social bots under smart city threat environment. J Environ Prot Ecol 24:1735\u20131745","journal-title":"J Environ Prot Ecol"},{"key":"184_CR88","first-page":"2357","volume":"15","author":"M Rachitha","year":"2023","unstructured":"Rachitha M, Ramakrishna M (2023) Mwsmo: Multi-objective whale slime mold optimization based food recommendation system for diabetes patient using gan model. Int J Inf Technol 15:2357\u20132363","journal-title":"Int J Inf Technol"},{"key":"184_CR89","doi-asserted-by":"crossref","first-page":"2357","DOI":"10.1007\/s41870-023-01228-4","volume":"15","author":"M Rachitha","year":"2023","unstructured":"Rachitha M, Ramakrishna M (2023) Mwsmo: Multi-objective whale slime mold optimization based food recommendation system for diabetes patient using gan model. Int J Inf Technol (Singapore) 15:2357\u20132363","journal-title":"Int J Inf Technol (Singapore)"},{"key":"184_CR90","doi-asserted-by":"crossref","first-page":"1999","DOI":"10.1080\/0305215X.2021.1969560","volume":"54","author":"N Rana","year":"2022","unstructured":"Rana N, Abd Latiff MS, Abdulhamid SM, Misra S (2022) A hybrid whale optimization algorithm with differential evolution optimization for multi-objective virtual machine scheduling in cloud computing. Eng Optim 54:1999\u20132016","journal-title":"Eng Optim"},{"key":"184_CR91","doi-asserted-by":"crossref","first-page":"1999","DOI":"10.1080\/0305215X.2021.1969560","volume":"54","author":"N Rana","year":"2022","unstructured":"Rana N, Abd Latiff M, Abdulhamid S, Misra S (2022) A hybrid whale optimization algorithm with differential evolution optimization for multi-objective virtual machine scheduling in cloud computing. Eng Optim 54:1999\u20132016","journal-title":"Eng Optim"},{"key":"184_CR92","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1049\/iet-ifs.2018.0002","volume":"12","author":"D Rewadkar","year":"2018","unstructured":"Rewadkar D, Doye D (2018) Multi-objective auto-regressive whale optimisation for traffic-aware routing in urban vanet. IET Inf Secur 12:293\u2013304","journal-title":"IET Inf Secur"},{"key":"184_CR93","doi-asserted-by":"crossref","first-page":"9037","DOI":"10.1002\/int.22979","volume":"37","author":"M Riyahi","year":"2022","unstructured":"Riyahi M, Rafsanjani MK, Gupta BB, Alhalabi W (2022) Multiobjective whale optimization algorithm-based feature selection for intelligent systems. Int J Intell Syst 37:9037\u20139054","journal-title":"Int J Intell Syst"},{"key":"184_CR94","doi-asserted-by":"crossref","unstructured":"Rjoub G, Elmekki H, Bentahar J, Pedrycz W, Kassaymeh S, Almobydeen SB, Dssouli R (2025) Enhanced dynamic deep q-network for federated learning scheduling policies on iot devices using explanation-driven trust. Knowl-Based Syst 113574","DOI":"10.1016\/j.knosys.2025.113574"},{"key":"184_CR95","doi-asserted-by":"crossref","unstructured":"Saleh AA, Mohamed A-AA,\u00a0Hemeida A, Ibrahim AA (2019) Multi-objective whale optimization algorithm for optimal allocation of distributed generation and capacitor bank. In: 2019 International Conference on Innovative Trends in Computer Engineering (ITCE), IEEE, pp 459\u2013465","DOI":"10.1109\/ITCE.2019.8646352"},{"key":"184_CR96","first-page":"1031","volume":"9","author":"K Sanprasit","year":"2020","unstructured":"Sanprasit K (2020) Multi-objective whale optimization algorithm of humanoid robot walking and carry objects on inclined planes. Intern J Mech Eng Robot Res 9:1031\u20131042","journal-title":"Intern J Mech Eng Robot Res"},{"key":"184_CR97","first-page":"882","volume":"9","author":"K Sanprasit","year":"2020","unstructured":"Sanprasit K, Artrit P (2020) Multi-objective whale optimization algorithm for balance recovery of a humanoid robot. Int J Mechan Eng Robot Res 9:882\u2013893","journal-title":"Int J Mechan Eng Robot Res"},{"key":"184_CR98","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s44196-024-00716-0","volume":"18","author":"J Saraireh","year":"2025","unstructured":"Saraireh J, Agoy M, Kassaymeh S (2025) Adaptive ensemble learning model-based binary white shark optimizer for software defect classification. Int J Comput Intell Syst 18:1\u201351","journal-title":"Int J Comput Intell Syst"},{"key":"184_CR99","unstructured":"Schaffer JD (1985) Multiple objective optimization with vector evaluated genetic algorithms. In: Proceedings of the first international conference on genetic algorithms and their applications, 1985, Lawrence Erlbaum Associates. Inc., Publishers"},{"key":"184_CR100","doi-asserted-by":"crossref","first-page":"1041","DOI":"10.1016\/j.asoc.2017.02.034","volume":"61","author":"M Shehab","year":"2017","unstructured":"Shehab M, Khader AT, Al-Betar MA (2017) A survey on applications and variants of the cuckoo search algorithm. Appl Soft Comput 61:1041\u20131059","journal-title":"Appl Soft Comput"},{"key":"184_CR101","doi-asserted-by":"crossref","unstructured":"She W,\u00a0Wang Y,\u00a0Liu W,\u00a0Tian Z,\u00a0Zhong L (2022) An improved multi-objective whale optimization algorithm to solve weapon-target assignment problems. In: Second International Conference on Advanced Algorithms and Signal Image Processing (AASIP 2022), volume 12475, SPIE, pp 432\u2013438","DOI":"10.1117\/12.2659385"},{"key":"184_CR102","doi-asserted-by":"crossref","first-page":"105011","DOI":"10.1016\/j.est.2022.105011","volume":"52","author":"HJ Siahroodi","year":"2022","unstructured":"Siahroodi HJ, Mojallali H, Mohtavipour SS (2022) A novel multi-objective framework for harmonic power market including plug-in electric vehicles as harmonic compensators using a new hybrid gray wolf-whale-differential evolution optimization. J Energy Storage 52:105011","journal-title":"J Energy Storage"},{"key":"184_CR103","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.est.2022.105011","volume":"52","author":"HJ Siahroodi","year":"2022","unstructured":"Siahroodi HJ, Mojallali H, Mohtavipour SS (2022) A novel multi-objective framework for harmonic power market including plug-in electric vehicles as harmonic compensators using a new hybrid gray wolf-whale-differential evolution optimization. J Energy Storage 52:1","journal-title":"J Energy Storage"},{"key":"184_CR104","doi-asserted-by":"crossref","unstructured":"Siddiqi FA,\u00a0Mofizur\u00a0Rahman C (2020) Evolutionary multi-objective whale optimization algorithm. In: Intelligent Systems Design and Applications: 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018) held in Vellore, India, December 6-8, 2018, Volume 2, Springer, pp 431\u2013446","DOI":"10.1007\/978-3-030-16660-1_43"},{"key":"184_CR105","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/978-3-030-16660-1_43","volume":"941","author":"F Siddiqi","year":"2020","unstructured":"Siddiqi F, Mofizur Rahman C (2020) Evolutionary multi-objective whale optimization algorithm. Adv Intell Syst Comput 941:431\u2013446","journal-title":"Adv Intell Syst Comput"},{"key":"184_CR106","first-page":"835","volume":"9","author":"J Sridhar","year":"2019","unstructured":"Sridhar J, Prakash R (2019) Multi-objective whale optimization based minimization of loss, maximization of voltage stability considering cost of dg for optimal sizing and placement of dg, International. J Electric Comput Eng 9:835\u2013839","journal-title":"J Electric Comput Eng"},{"key":"184_CR107","doi-asserted-by":"crossref","first-page":"108869","DOI":"10.1016\/j.epsr.2022.108869","volume":"214","author":"K Subbaramaiah","year":"2023","unstructured":"Subbaramaiah K, Sujatha P et al (2023) Optimal dg unit placement in distribution networks by multi-objective whale optimization algorithm & its techno-economic analysis. Electric Power Syst Res 214:108869","journal-title":"Electric Power Syst Res"},{"key":"184_CR108","first-page":"3815","volume":"37","author":"M Sulaiman","year":"2019","unstructured":"Sulaiman M, Samiullah I, Hamdi A, Hussain Z (2019) An improved whale optimization algorithm for solving multi-objective design optimization problem of pfhe. J Intell Fuzzy Syst 37:3815\u20133828","journal-title":"J Intell Fuzzy Syst"},{"key":"184_CR109","doi-asserted-by":"crossref","unstructured":"Swathi B, Prakash MS, Krishna BT (2023) A chaotic whale optimization algorithm (cwoa) based multiobjective conjoint spectrum utilization in a cognitive radio (cr) network. Int J Commun Syst 36","DOI":"10.1002\/dac.5607"},{"key":"184_CR110","doi-asserted-by":"crossref","unstructured":"Tahernezhad-Javazm F, Rankin D, Coyle D (2022) R2-hmewo: Hybrid multi-objective evolutionary algorithm based on the equilibrium optimizer and whale optimization algorithm. In: 2022 IEEE Congress on Evolutionary Computation (CEC), IEEE, pp 1\u20138","DOI":"10.1109\/CEC55065.2022.9870371"},{"key":"184_CR111","doi-asserted-by":"crossref","unstructured":"Tahernezhad-Javazm F, Rankin D, Coyle D (2022) R2-hmewo: Hybrid multi-objective evolutionary algorithm based on the equilibrium optimizer and whale optimization algorithm. In: 2022 IEEE Congress on Evolutionary Computation (CEC), IEEE, pp 1\u20138","DOI":"10.1109\/CEC55065.2022.9870371"},{"key":"184_CR112","first-page":"64","volume":"4","author":"MH Tanvir","year":"2020","unstructured":"Tanvir MH, Hussain A, Rahman MT, Ishraq S, Zishan K, Rahul STT, Habib MA (2020) Multi-objective optimization of turning operation of stainless steel using a hybrid whale optimization algorithm. J Manuf Mat Process 4:64","journal-title":"J Manuf Mat Process"},{"key":"184_CR113","first-page":"1","volume":"4","author":"M Tanvir","year":"2020","unstructured":"Tanvir M, Hussain A, Rahman M, Ishraq S, Zishan K, Rahul T, Habib M (2020) Multi-objective optimization of turning operation of stainless steel using a hybrid whale optimization algorithm. J Manuf Mat Process 4:1","journal-title":"J Manuf Mat Process"},{"key":"184_CR114","first-page":"849","volume":"881","author":"G Varma","year":"2022","unstructured":"Varma G, Rao B (2022) Multi-objective optimal power flow using whale optimization algorithm consists of static var compensator, Lecture Notes in Electrical. Engineering 881:849\u2013858","journal-title":"Engineering"},{"key":"184_CR115","doi-asserted-by":"crossref","first-page":"344","DOI":"10.1016\/j.apenergy.2017.10.031","volume":"208","author":"J Wang","year":"2017","unstructured":"Wang J, Du P, Niu T, Yang W (2017) A novel hybrid system based on a new proposed algorithm\u2013multi-objective whale optimization algorithm for wind speed forecasting. Appl Energy 208:344\u2013360","journal-title":"Appl Energy"},{"key":"184_CR116","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/j.neucom.2019.02.054","volume":"341","author":"W Wang","year":"2019","unstructured":"Wang W, Li W, Wang Z, Li L (2019) Opposition-based multi-objective whale optimization algorithm with global grid ranking. Neurocomputing 341:41\u201359","journal-title":"Neurocomputing"},{"key":"184_CR117","unstructured":"Wang W, Dong J, Wang Z, Zuao Y, Zhang R, Li G, Hu M (2022) Multi-objective culture whale optimization algorithm for reservoir flood control operation. Jisuanji Jicheng Zhizao Xitong\/Comput Integrat Manuf Syst, CIMS 28:3494\u20133509"},{"key":"184_CR118","doi-asserted-by":"crossref","first-page":"24208","DOI":"10.1002\/er.8727","volume":"46","author":"J Wu","year":"2022","unstructured":"Wu J, Pan Z, Binama M, Shang L, Zhou L (2022) Exergoeconomic analysis and multi-objective whale optimization of an integrated solid oxide fuel cell and energy storage system using liquefied natural gas cold energy. Int J Energy Res 46:24208\u201324228","journal-title":"Int J Energy Res"},{"key":"184_CR119","doi-asserted-by":"crossref","unstructured":"Xiong S, Wang C, Fang Z, Ma D (2019) Multi-step-ahead carbon price forecasting based on variational mode decomposition and fast multi-output relevance vector regression optimized by the multi-objective whale optimization algorithm. Energies 12","DOI":"10.3390\/en12010147"},{"key":"184_CR120","doi-asserted-by":"crossref","unstructured":"Yankai W, Shilong W, Dong L, Chunfeng S, Bo Y (2021) An improved multi-objective whale optimization algorithm for the hybrid flow shop scheduling problem considering device dynamic reconfiguration processes. Expert Syst Appl 174","DOI":"10.1016\/j.eswa.2021.114793"},{"key":"184_CR121","doi-asserted-by":"crossref","unstructured":"Yan Z, Sha J, Liu B, Tian W, Lu J (2018) An ameliorative whale optimization algorithm for multi-objective optimal allocation ofwater resources in handan, china. Water (Switzerland) 10","DOI":"10.3390\/w10010087"},{"key":"184_CR122","doi-asserted-by":"crossref","first-page":"6208","DOI":"10.1016\/j.egypro.2019.01.480","volume":"158","author":"X Yin","year":"2019","unstructured":"Yin X, Cheng L, Wang X, Lu J, Qin H (2019) Optimization for hydro-photovoltaic-wind power generation system based on modified version of multi-objective whale optimization algorithm. Energy Procedia 158:6208\u20136216","journal-title":"Energy Procedia"},{"key":"184_CR123","first-page":"31","volume":"1","author":"U Y\u00fczge\u00e7","year":"2020","unstructured":"Y\u00fczge\u00e7 U, Kusoglu M (2020) Multi-objective harris hawks optimizer for multiobjective optimization problems. BSEU J Eng Res Technol 1:31\u201341","journal-title":"BSEU J Eng Res Technol"},{"key":"184_CR124","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.neucom.2020.12.065","volume":"432","author":"N Zeng","year":"2021","unstructured":"Zeng N, Song D, Li H, You Y, Liu Y, Alsaadi FE (2021) A competitive mechanism integrated multi-objective whale optimization algorithm with differential evolution. Neurocomputing 432:170\u2013182","journal-title":"Neurocomputing"},{"key":"184_CR125","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.neucom.2020.12.065","volume":"432","author":"N Zeng","year":"2021","unstructured":"Zeng N, Song D, Li H, You Y, Liu Y, Alsaadi F (2021) A competitive mechanism integrated multi-objective whale optimization algorithm with differential evolution. Neurocomputing 432:170\u2013182","journal-title":"Neurocomputing"},{"key":"184_CR126","doi-asserted-by":"crossref","unstructured":"Zhao D,\u00a0Fang Y,\u00a0Yang C,\u00a0Xin J (2023) Trajectory optimization of manipulator for loading and unloading the ladle nozzle based on decomposition multi-objective improved whale optimization algorithm. In: 2023 IEEE 13th International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER), IEEE, pp 457\u2013462","DOI":"10.1109\/CYBER59472.2023.10256566"},{"key":"184_CR127","first-page":"385","volume-title":"2023 International Conference on Networking","author":"J Zhou","year":"2023","unstructured":"Zhou J (2023) Research on multi-objective green vehicle path optimization based on whale algorithm. 2023 International Conference on Networking. Informatics and Computing (ICNETIC), IEEE, pp 385\u2013389"},{"key":"184_CR128","doi-asserted-by":"crossref","unstructured":"Zhou H,\u00a0Chen G (2022) A multiobjective optimization whale optimization based community detection algorithm. In: 2022 3rd International Conference on Computer Vision, Image and Deep Learning & International Conference on Computer Engineering and Applications (CVIDL & ICCEA), IEEE, pp 1\u20134","DOI":"10.1109\/CVIDLICCEA56201.2022.9824328"}],"container-title":["Journal of King Saud University Computer and Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s44443-025-00184-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s44443-025-00184-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s44443-025-00184-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T12:42:53Z","timestamp":1758112973000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s44443-025-00184-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,22]]},"references-count":128,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2025,9]]}},"alternative-id":["184"],"URL":"https:\/\/doi.org\/10.1007\/s44443-025-00184-2","relation":{},"ISSN":["1319-1578","2213-1248"],"issn-type":[{"value":"1319-1578","type":"print"},{"value":"2213-1248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,22]]},"assertion":[{"value":"25 March 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 July 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 August 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no conflicts of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of Interest"}}],"article-number":"200"}}