{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T09:11:11Z","timestamp":1764234671803,"version":"3.46.0"},"reference-count":74,"publisher":"Oxford University Press (OUP)","issue":"12","license":[{"start":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T00:00:00Z","timestamp":1760486400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004242","name":"Princess Nourah Bint Abdulrahman University","doi-asserted-by":"publisher","award":["PNURSP2025R721"],"award-info":[{"award-number":["PNURSP2025R721"]}],"id":[{"id":"10.13039\/501100004242","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,27]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>The Archimedes optimization algorithm (AOA) is a recently developed metaheuristic inspired by Archimedes\u2019 principle, a fundamental law in physics. AOA has demonstrated impressive performance in solving complex optimization problems due to its simplicity and efficiency. Despite its popularity, AOA has some key limitations, such as a tendency to get stuck in local optima, weak exploitation capabilities, and difficulty balancing exploration (searching for new possibilities) and exploitation (optimizing known solutions). To address these shortcomings, this paper introduces the guided Archimedes optimization algorithm (GAOA), which incorporates a guiding vector based on the best solution and population mean. Additionally, it employs a neighbourhood-based strategy for better exploitation and a controlled random walk to prevent premature convergence. The performance of GAOA is evaluated against AOA, its variants, and other popular algorithms on the CEC\u201917 and CEC\u201922 test suites, as well as on real-world engineering problems. The results show that GAOA is a highly competitive optimizer, securing the top rank in 18 out of 29 functions on the CEC\u201917 (50D) benchmark suite and 11 out of 12 functions on the CEC\u201922 (20D) suite. These findings demonstrate that GAOA is a robust optimization tool that can adapt to a variety of complex challenges.<\/jats:p>","DOI":"10.1093\/jcde\/qwaf106","type":"journal-article","created":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T11:36:07Z","timestamp":1760441767000},"page":"1-33","source":"Crossref","is-referenced-by-count":0,"title":["Guided Archimedes Optimization Algorithm: A novel global\u2013local fusion approach for robust engineering design problem solving"],"prefix":"10.1093","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-8581-5435","authenticated-orcid":false,"family":"Somay","sequence":"first","affiliation":[{"name":"Netaji Subhas University of Technology Department of Computer Science & Engineering, , Dwarka, New Delhi 110078 ,","place":["India"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2963-2154","authenticated-orcid":false,"given":"Vijay Kumar","family":"Bohat","sequence":"additional","affiliation":[{"name":"Netaji Subhas University of Technology Department of Computer Science & Engineering, , Dwarka, New Delhi 110078 ,","place":["India"]},{"name":"Centre of Excellence in AI, Netaji Subhas University of Technology , Dwarka, New Delhi 110078 ,","place":["India"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6246-1071","authenticated-orcid":false,"given":"Vinay","family":"Khorwal","sequence":"additional","affiliation":[{"name":"Netaji Subhas University of Technology Department of Computer Science & Engineering, , Dwarka, New Delhi 110078 ,","place":["India"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3483-5498","authenticated-orcid":false,"given":"Fatma A","family":"Hashim","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, Helwan University , Helwan 11795 ,","place":["Egypt"]},{"name":"Applied Science Research Center, Applied Science Private University , Amman 11937 ,","place":["Jordan"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7273-4041","authenticated-orcid":false,"given":"Amal K","family":"Alkhalifa","sequence":"additional","affiliation":[{"name":"College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University Department of Computer Sciences, , P.O. Box 84428, Riyadh, 11671 ,","place":["Saudi Arabia"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7117-1745","authenticated-orcid":false,"given":"K V","family":"Arya","sequence":"additional","affiliation":[{"name":"Multimedia and Information Security Research Group, ABV-Indian Institute of Information Technology and Management , Gwalior 474015 ,","place":["India"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8479-719X","authenticated-orcid":false,"given":"Ram Kishan","family":"Dewangan","sequence":"additional","affiliation":[{"name":"School of Computer Science Engineering and Technology, Bennett University , Greater Noida 201310 ,","place":["India"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2025,10,15]]},"reference":[{"volume-title":"Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing","year":"1989","author":"Aarts","key":"2025112704064945600_bib1"},{"key":"2025112704064945600_bib2","doi-asserted-by":"publisher","first-page":"103474","DOI":"10.1016\/j.adhoc.2024.103474","article-title":"Metaheuristic algorithms for 6g wireless communications: Recent advances and applications","volume":"158","author":"Abasi","year":"2024","journal-title":"Ad Hoc Networks"},{"key":"2025112704064945600_bib3","doi-asserted-by":"publisher","first-page":"2533","DOI":"10.1007\/s10462-018-9624-4","article-title":"Flower pollination algorithm: a comprehensive review","volume":"52","author":"Abdel-Basset","year":"2019","journal-title":"Artificial Intelligence Review"},{"key":"2025112704064945600_bib4","doi-asserted-by":"publisher","first-page":"11675","DOI":"10.1007\/s10462-023-10446-y","article-title":"Spider wasp optimizer: a novel meta-heuristic optimization algorithm","volume":"56","author":"Abdel-Basset","year":"2023","journal-title":"Artificial Intelligence Review"},{"key":"2025112704064945600_bib5","doi-asserted-by":"publisher","first-page":"107408","DOI":"10.1016\/j.cie.2021.107408","article-title":"African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems","volume":"158","author":"Abdollahzadeh","year":"2021","journal-title":"Computers & Industrial Engineering"},{"article-title":"Problem definitions and evaluation criteria for the cec 2022 special session and competition on single objective bound constrained numerical optimization [Technical report]","year":"2021","author":"Abhishek","key":"2025112704064945600_bib6"},{"key":"2025112704064945600_bib7","doi-asserted-by":"publisher","first-page":"3979","DOI":"10.1007\/s10462-021-10100-5","article-title":"Chaotic slime mould optimization algorithm for global optimization","volume":"55","author":"Altay","year":"2022","journal-title":"Artificial Intelligence Review"},{"key":"2025112704064945600_bib8","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1007\/s00521-022-07775-4","article-title":"A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer","volume":"35","author":"Altay","year":"2023","journal-title":"Neural Computing and Applications"},{"key":"2025112704064945600_bib9","doi-asserted-by":"publisher","first-page":"e1526","DOI":"10.7717\/peerj-cs.1526","article-title":"A novel chaotic transient search optimization algorithm for global optimization, real-world engineering problems and feature selection","volume":"9","author":"Altay","year":"2023","journal-title":"PeerJ Computer Science"},{"key":"2025112704064945600_bib10","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/s10462-022-10173-w","article-title":"Fire hawk optimizer: a novel metaheuristic algorithm","volume":"56","author":"Azizi","year":"2023","journal-title":"Artificial Intelligence Review"},{"key":"2025112704064945600_bib11","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/s10462-022-10173-w","article-title":"Fire hawk optimizer: a novel metaheuristic algorithm","volume":"56","author":"Azizi","year":"2023","journal-title":"Artificial Intelligence Review"},{"key":"2025112704064945600_bib12","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1016\/j.eswa.2019.05.035","article-title":"Social mimic optimization algorithm and engineering applications","volume":"134","author":"Balochian","year":"2019","journal-title":"Expert Systems with Applications"},{"key":"2025112704064945600_bib13","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1016\/j.plrev.2005.10.001","article-title":"Ant colony optimization: Introduction and recent trends","volume":"2","author":"Blum","year":"2005","journal-title":"Physics of Life Reviews"},{"key":"2025112704064945600_bib14","doi-asserted-by":"publisher","first-page":"113548","DOI":"10.1016\/j.knosys.2025.113548","article-title":"Phototropic growth algorithm: A novel metaheuristic inspired from phototropic growth of plants","volume":"322","author":"Bohat","year":"2025","journal-title":"Knowledge-Based Systems"},{"key":"2025112704064945600_bib15","first-page":"61","article-title":"A new global optimization algorithm inspired by parliamentary political competitions","volume-title":"MICAI 2007: Advances in Artificial Intelligence","author":"Borji","year":"2007"},{"key":"2025112704064945600_bib16","doi-asserted-by":"publisher","first-page":"15455","DOI":"10.1007\/s00521-024-09879-5","article-title":"Pied kingfisher optimizer: a new bio-inspired algorithm for solving numerical optimization and industrial engineering problems","volume":"36","author":"Bouaouda","year":"2024","journal-title":"Neural Computing and Applications"},{"key":"2025112704064945600_bib17","doi-asserted-by":"publisher","first-page":"110240","DOI":"10.1016\/j.cie.2024.110240","article-title":"Meta-heuristic algorithms for integrating manufacturing and supply chain functions","volume":"192","author":"Canpolat","year":"2024","journal-title":"Computers & Industrial Engineering"},{"key":"2025112704064945600_bib18","first-page":"475","volume-title":"Swarm Intelligence: A Review of Algorithms","author":"Chakraborty","year":"2017"},{"key":"2025112704064945600_bib19","doi-asserted-by":"publisher","first-page":"103694","DOI":"10.1016\/j.advengsoft.2024.103694","article-title":"Arctic puffin optimization: A bio-inspired metaheuristic algorithm for solving engineering design optimization","volume":"195","author":"chuan\u00a0Wang","year":"2024","journal-title":"Advances in Engineering Software"},{"key":"2025112704064945600_bib20","first-page":"23","volume-title":"Bacterial Foraging Optimization Algorithm: Theoretical Foundations, Analysis, and Applications","author":"Das","year":"2009"},{"key":"2025112704064945600_bib21","doi-asserted-by":"publisher","first-page":"9924","DOI":"10.1038\/s41598-022-14225-7","article-title":"A new human-based metaheuristic algorithm for solving optimization problems on the base of simulation of driving training process","volume":"12","author":"Dehghani","year":"2022","journal-title":"Scientific Reports"},{"key":"2025112704064945600_bib22","doi-asserted-by":"publisher","first-page":"120795","DOI":"10.1109\/ACCESS.2021.3108533","article-title":"EAOA: An enhanced Archimedes optimization algorithm for feature selection in classification","volume":"9","author":"Desuky","year":"2021","journal-title":"IEEE Access"},{"key":"2025112704064945600_bib23","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1007\/s00500-022-07668-7","article-title":"Defect of Archimedes optimization algorithm and its verification","volume":"27","author":"Ding","year":"2023","journal-title":"Soft Computing"},{"key":"2025112704064945600_bib24","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1093\/jcde\/qwad110","article-title":"Multi-strategy enhanced kernel search optimization and its application in economic emission dispatch problems","volume":"11","author":"Dong","year":"2023","journal-title":"Journal of Computational Design and Engineering"},{"key":"2025112704064945600_bib25","first-page":"250","volume-title":"The Ant Colony Optimization Metaheuristic: Algorithms, Applications, and Advances","author":"Dorigo","year":"2003"},{"key":"2025112704064945600_bib26","doi-asserted-by":"publisher","first-page":"1039","DOI":"10.32604\/cmes.2023.029404","article-title":"A comparative study of metaheuristic optimization algorithms for solving real-world engineering design problems","volume":"139","author":"Elif\u00a0Varol\u00a0Altay,\u00a0Osman\u00a0Altay","year":"2024","journal-title":"Computer Modeling in Engineering & Sciences"},{"key":"2025112704064945600_bib27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/IDAP.2018.8620762","article-title":"Application of three bar truss problem among engineering design optimization problems using artificial atom algorithm","volume-title":"2018 International Conference on Artificial Intelligence and Data Processing (IDAP)","author":"Erdogan\u00a0Yildirim","year":"2018"},{"key":"2025112704064945600_bib28","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1016\/j.eswa.2018.10.045","article-title":"Symbiotic organisms search algorithm: Theory, recent advances and applications","volume":"119","author":"Ezugwu","year":"2019","journal-title":"Expert Systems with Applications"},{"key":"2025112704064945600_bib29","doi-asserted-by":"publisher","first-page":"20017","DOI":"10.1007\/s00521-022-07530-9","article-title":"Prairie dog optimization algorithm","volume":"34","author":"Ezugwu","year":"2022","journal-title":"Neural Computing and Applications"},{"key":"2025112704064945600_bib30","doi-asserted-by":"publisher","first-page":"2531","DOI":"10.1007\/s11831-021-09694-4","article-title":"Particle swarm optimization algorithm and its applications: A systematic review","volume":"29","author":"Gad","year":"2022","journal-title":"Archives of Computational Methods in Engineering"},{"key":"2025112704064945600_bib31","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/s00366-011-0241-y","article-title":"Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems","volume":"29","author":"Gandomi","year":"2013","journal-title":"Engineering with Computers"},{"key":"2025112704064945600_bib32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.swevo.2019.03.004","article-title":"A comprehensive survey: Whale optimization algorithm and its applications","volume":"48","author":"Gharehchopogh","year":"2019","journal-title":"Swarm and Evolutionary Computation"},{"key":"2025112704064945600_bib33","doi-asserted-by":"publisher","first-page":"1531","DOI":"10.1007\/s10489-020-01893-z","article-title":"Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems","volume":"51","author":"Hashim","year":"2021","journal-title":"Applied Intelligence"},{"key":"2025112704064945600_bib34","doi-asserted-by":"publisher","first-page":"543","DOI":"10.1016\/j.aej.2023.04.052","article-title":"Novel hybrid of aoa-bsa with double adaptive and random spare for global optimization and engineering problems","volume":"73","author":"Hashim","year":"2023","journal-title":"Alexandria Engineering Journal"},{"key":"2025112704064945600_bib35","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1093\/jcde\/qwae001","article-title":"A new approach for solving global optimization and engineering problems based on modified sea horse optimizer","volume":"11","author":"Hashim","year":"2024","journal-title":"Journal of Computational Design and Engineering"},{"key":"2025112704064945600_bib36","first-page":"4409","article-title":"Simple explanation of the no free lunch theorem of optimization","volume-title":"Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228)","author":"Ho","year":"2001"},{"key":"2025112704064945600_bib37","doi-asserted-by":"publisher","first-page":"2065","DOI":"10.1093\/jcde\/qwad089","article-title":"Modified beluga whale optimization with multi-strategies for solving engineering problems","volume":"10","author":"Jia","year":"2023","journal-title":"Journal of Computational Design and Engineering"},{"key":"2025112704064945600_bib38","doi-asserted-by":"crossref","first-page":"(pp. 127","DOI":"10.1007\/0-387-28356-0_5","article-title":"Genetic programming","volume-title":"Search methodologies: introductory tutorials in optimization and decision support techniques","author":"Koza","year":"2005"},{"key":"2025112704064945600_bib39","doi-asserted-by":"publisher","first-page":"31","DOI":"10.24867\/JPE-2021-02-031","article-title":"Application of the metaheuristic tunicate swarm algorithm in solving applied mechanics problems","volume":"24","author":"Krsti\u0107","year":"2021","journal-title":"Journal of Production Engineering"},{"key":"2025112704064945600_bib40","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1109\/COMITCon.2019.8862255","article-title":"Genetic algorithm \u2013 a literature review","volume-title":"2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon)","author":"Lambora","year":"2019"},{"key":"2025112704064945600_bib41","doi-asserted-by":"publisher","first-page":"108987","DOI":"10.1016\/j.compchemeng.2024.108987","article-title":"Success-based optimization algorithm (SBOA): Development and enhancement of a metaheuristic optimizer","volume":"194","author":"Lara-Monta\u00f1o","year":"2025","journal-title":"Computers & Chemical Engineering"},{"key":"2025112704064945600_bib42","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2013\/419043","article-title":"Design optimization of a speed reducer using deterministic techniques","volume":"2013","author":"Lin","year":"2013","journal-title":"Mathematical Problems in Engineering"},{"key":"2025112704064945600_bib43","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1016\/j.agsy.2004.05.002","article-title":"Differential evolution\u2013an easy and efficient evolutionary algorithm for model optimisation","volume":"83","author":"Mayer","year":"2005","journal-title":"Agricultural Systems"},{"key":"2025112704064945600_bib44","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1080\/0952813X.2015.1042530","article-title":"A new bio-inspired optimisation algorithm: Bird swarm algorithm","volume":"28","author":"Meng","year":"2016","journal-title":"Journal of Experimental & Theoretical Artificial Intelligence"},{"key":"2025112704064945600_bib45","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.advengsoft.2016.01.008","article-title":"The whale optimization algorithm","volume":"95","author":"Mirjalili","year":"2016","journal-title":"Advances in Engineering Software"},{"key":"2025112704064945600_bib46","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.advengsoft.2013.12.007","article-title":"Grey wolf optimizer","volume":"69","author":"Mirjalili","year":"2014","journal-title":"Advances in Engineering Software"},{"key":"2025112704064945600_bib47","doi-asserted-by":"publisher","first-page":"386","DOI":"10.3390\/biomimetics8050386","article-title":"Golf optimization algorithm: A new game-based metaheuristic algorithm and its application to energy commitment problem considering resilience","volume":"8","author":"Montazeri","year":"2023","journal-title":"Biomimetics"},{"key":"2025112704064945600_bib48","doi-asserted-by":"publisher","first-page":"1701","DOI":"10.1007\/s12530-024-09585-6","article-title":"Empowering african vultures optimizer using archimedes optimization algorithm for maximum efficiency for global optimization and feature selection","volume":"15","author":"Mostafa","year":"2024","journal-title":"Evolving Systems"},{"key":"2025112704064945600_bib49","doi-asserted-by":"publisher","first-page":"9434","DOI":"10.3390\/su15129434","article-title":"Review of metaheuristic optimization algorithms for power systems problems","volume":"15","author":"Nassef","year":"2023","journal-title":"Sustainability"},{"key":"2025112704064945600_bib50","doi-asserted-by":"publisher","first-page":"139573","DOI":"10.1109\/ACCESS.2024.3466170","article-title":"The role of random walk-based techniques in enhancing metaheuristic optimization algorithms\u2013a systematic and comprehensive review","volume":"12","author":"Nassef","year":"2024","journal-title":"IEEE Access"},{"key":"2025112704064945600_bib51","doi-asserted-by":"publisher","first-page":"100888","DOI":"10.1016\/j.swevo.2021.100888","article-title":"A tutorial on the design, experimentation and application of metaheuristic algorithms to real-world optimization problems","volume":"64","author":"Osaba","year":"2021","journal-title":"Swarm and Evolutionary Computation"},{"key":"2025112704064945600_bib52","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/j.cad.2010.12.015","article-title":"Teaching\u2013learning-based optimization: A novel method for constrained mechanical design optimization problems","volume":"43","author":"Rao","year":"2011","journal-title":"Computer-Aided Design"},{"key":"2025112704064945600_bib53","doi-asserted-by":"publisher","first-page":"2232","DOI":"10.1016\/j.ins.2009.03.004","article-title":"Gsa: A gravitational search algorithm","volume":"179","author":"Rashedi","year":"2009","journal-title":"Information Sciences"},{"key":"2025112704064945600_bib54","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.swevo.2016.01.005","article-title":"Metaheuristics in structural optimization and discussions on harmony search algorithm","volume":"28","author":"Saka","year":"2016","journal-title":"Swarm and Evolutionary Computation"},{"key":"2025112704064945600_bib55","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1007\/s40815-017-0362-6","article-title":"Optimization of welded beam structure using neutrosophic optimization technique: A comparative study","volume":"20","author":"Sarkar","year":"2018","journal-title":"International Journal of Fuzzy Systems"},{"key":"2025112704064945600_bib56","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1109\/ICJECE.2021.3069143","article-title":"Parameter estimation of ac transmission line considering different bundle conductors using flux linkage technique","volume":"44","author":"Shaikh","year":"2021","journal-title":"IEEE Canadian Journal of Electrical and Computer Engineering"},{"key":"2025112704064945600_bib57","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1049\/smt2.12023","article-title":"Application of grey wolf optimisation algorithm in parameter calculation of overhead transmission line system","volume":"15","author":"Shaikh","year":"2021","journal-title":"IET Science, Measurement & Technology"},{"key":"2025112704064945600_bib58","doi-asserted-by":"publisher","first-page":"100182","DOI":"10.1016\/j.dajour.2023.100182","article-title":"A hybrid moth\u2013flame algorithm with particle swarm optimization with application in power transmission and distribution","volume":"6","author":"Shaikh","year":"2023","journal-title":"Decision Analytics Journal"},{"key":"2025112704064945600_bib59","doi-asserted-by":"publisher","first-page":"1620","DOI":"10.3390\/math12111620","article-title":"An improved expeditious meta-heuristic clustering method for classifying student psychological issues with homogeneous characteristics","volume":"12","author":"Shaikh","year":"2024","journal-title":"Mathematics"},{"key":"2025112704064945600_bib60","doi-asserted-by":"publisher","first-page":"27427","DOI":"10.1038\/s41598-024-78781-w","article-title":"A classification system based on improved global exploration and convergence to examine student psychological fitness","volume":"14","author":"Shaikh","year":"2024","journal-title":"Scientific Reports"},{"key":"2025112704064945600_bib61","doi-asserted-by":"publisher","first-page":"3683","DOI":"10.1007\/s13369-021-06307-x","article-title":"A novel archimedes optimization algorithm with levy flight for designing microstrip patch antenna","volume":"47","author":"Singh","year":"2022","journal-title":"Arabian Journal for Science and Engineering"},{"key":"2025112704064945600_bib62","doi-asserted-by":"publisher","first-page":"1001","DOI":"10.1007\/s10115-018-1253-3","article-title":"Flow regime algorithm (fra): a physics-based meta-heuristics algorithm","volume":"60","author":"Tahani","year":"2019","journal-title":"Knowledge and Information Systems"},{"key":"2025112704064945600_bib63","doi-asserted-by":"crossref","DOI":"10.1002\/9780470496916","volume-title":"Metaheuristics: From Design to Implementation","author":"Talbi","year":"2009"},{"key":"2025112704064945600_bib64","doi-asserted-by":"publisher","first-page":"6885","DOI":"10.1007\/s10462-022-10340-z","article-title":"Hybrid archimedes optimization algorithm enhanced with mutualism scheme for global optimization problems","volume":"56","author":"Varol\u00a0Altay","year":"2023","journal-title":"Artificial Intelligence Review"},{"key":"2025112704064945600_bib65","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1007\/s00500-016-2474-6","article-title":"Particle swarm optimization algorithm: an overview","volume":"22","author":"Wang","year":"2018","journal-title":"Soft Computing"},{"key":"2025112704064945600_bib66","doi-asserted-by":"publisher","first-page":"1092","DOI":"10.1007\/s42235-023-00469-0","article-title":"An improved golden jackal optimization algorithm based on multi-strategy mixing for solving engineering optimization problems","volume":"21","author":"Wang","year":"2024","journal-title":"Journal of Bionic Engineering"},{"key":"2025112704064945600_bib67","doi-asserted-by":"publisher","first-page":"2147","DOI":"10.1093\/jcde\/qwad062","article-title":"A modified smell agent optimization for global optimization and industrial engineering design problems","volume":"10","author":"Wang","year":"2023","journal-title":"Journal of Computational Design and Engineering"},{"key":"2025112704064945600_bib68","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1007\/s11227-024-06727-0","article-title":"MSBES: an improved bald eagle search algorithm with multi- strategy fusion for engineering design and water management problems","volume":"81","author":"Wang","year":"2024","journal-title":"The Journal of Supercomputing"},{"key":"2025112704064945600_bib69","first-page":"1","article-title":"A review on metaheuristic algorithms: Recent trends, benchmarking and applications","volume-title":"2019 7th International Conference on Smart Computing & Communications (ICSCC)","author":"Wong","year":"2019"},{"article-title":"Problem definitions and evaluation criteria for the cec 2017 competition on constrained real-parameter optimization [Technical report]","year":"2017","author":"Wu","key":"2025112704064945600_bib70"},{"key":"2025112704064945600_bib71","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/B978-0-12-416743-8.00003-8","volume-title":"Random Walks and Optimization, Nature-Inspired Optimization Algorithms","author":"Yang","year":"2014"},{"key":"2025112704064945600_bib72","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1093\/jcde\/qwaf047","article-title":"Multi-strategies enhanced aquila optimizer for global optimization: Comprehensive review and comparative analysis","volume":"12","author":"Zeng","year":"2025","journal-title":"Journal of Computational Design and Engineering"},{"key":"2025112704064945600_bib73","doi-asserted-by":"publisher","first-page":"931256","DOI":"10.1155\/2015\/931256","article-title":"A comprehensive survey on particle swarm optimization algorithm and its applications","volume":"2015","author":"Zhang","year":"2015","journal-title":"Mathematical Problems in Engineering"},{"key":"2025112704064945600_bib74","doi-asserted-by":"publisher","first-page":"3641","DOI":"10.1007\/s00521-024-10694-1","article-title":"Starfish optimization algorithm (SFOA): a bio-inspired metaheuristic algorithm for global optimization compared with 100 optimizers","volume":"37","author":"Zhong","year":"2025","journal-title":"Neural Computing and Applications"}],"container-title":["Journal of Computational Design and Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/jcde\/advance-article-pdf\/doi\/10.1093\/jcde\/qwaf106\/64711476\/qwaf106.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/jcde\/article-pdf\/12\/12\/1\/64711476\/qwaf106.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/jcde\/article-pdf\/12\/12\/1\/64711476\/qwaf106.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T09:06:59Z","timestamp":1764234419000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/jcde\/article\/12\/12\/1\/8286903"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,15]]},"references-count":74,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2025,11,27]]}},"URL":"https:\/\/doi.org\/10.1093\/jcde\/qwaf106","relation":{},"ISSN":["2288-5048"],"issn-type":[{"type":"electronic","value":"2288-5048"}],"subject":[],"published-other":{"date-parts":[[2025,12]]},"published":{"date-parts":[[2025,10,15]]}}}