{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T09:29:59Z","timestamp":1780392599320,"version":"3.54.1"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"30","license":[{"start":{"date-parts":[[2023,8,16]],"date-time":"2023-08-16T00:00:00Z","timestamp":1692144000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,8,16]],"date-time":"2023-08-16T00:00:00Z","timestamp":1692144000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/100009392","name":"Prince Sattam bin Abdulaziz University","doi-asserted-by":"publisher","award":["PSAU\/2023\/R\/1444"],"award-info":[{"award-number":["PSAU\/2023\/R\/1444"]}],"id":[{"id":"10.13039\/100009392","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1007\/s00521-023-08917-y","type":"journal-article","created":{"date-parts":[[2023,8,16]],"date-time":"2023-08-16T10:02:36Z","timestamp":1692180156000},"page":"22671-22686","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["ANWOA: an adaptive nonlinear whale optimization algorithm for high-dimensional optimization problems"],"prefix":"10.1007","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7282-6598","authenticated-orcid":false,"given":"Ahmed","family":"Elmogy","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haitham","family":"Miqrish","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wael","family":"Elawady","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hany","family":"El-Ghaish","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,8,16]]},"reference":[{"key":"8917_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s40807-017-0038-8","volume":"4","author":"PD Reddy","year":"2017","unstructured":"Reddy PD, Reddy VV, Manohar TG (2017) Whale optimization algorithm for optimal sizing of renewable resources for loss reduction in distribution systems. Renew Wind Water Solar 4:1\u20133","journal-title":"Renew Wind Water Solar"},{"key":"8917_CR2","doi-asserted-by":"publisher","first-page":"128702","DOI":"10.1109\/ACCESS.2021.3113323","volume":"9","author":"A Tang","year":"2021","unstructured":"Tang A, Zhou H, Han T, Xie L (2021) A modified manta ray foraging optimization for global optimization problems. IEEE Access 9:128702\u2013128721","journal-title":"IEEE Access"},{"issue":"3","key":"8917_CR3","first-page":"395","volume":"79","author":"A Abdelmabou","year":"2015","unstructured":"Abdelmabou A, Jawawi DN, Ghani I, Elsafi A (2015) A comparative evaluation of cloud migration optimization approaches: a systematic literature review. J Theor Appl Inf Technol 79(3):395\u2013414","journal-title":"J Theor Appl Inf Technol"},{"key":"8917_CR4","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1016\/j.ins.2014.09.030","volume":"293","author":"Y Li","year":"2015","unstructured":"Li Y, Zhan ZH, Lin S, Zhang J, Luo X (2015) Competitive and cooperative particle swarm optimization with information sharing mechanism for global optimization problems. Inf Sci 293:370\u2013382","journal-title":"Inf Sci"},{"key":"8917_CR5","doi-asserted-by":"publisher","first-page":"16245","DOI":"10.1007\/s00521-020-04849-z","volume":"32","author":"N Rana","year":"2020","unstructured":"Rana N, Latiff MS, Abdulhamid SI, Chiroma H (2020) Whale optimization algorithm: a systematic review of contemporary applications, modifications and developments. Neural Comput Appl 32:16245\u201377","journal-title":"Neural Comput Appl"},{"key":"8917_CR6","doi-asserted-by":"publisher","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":"8917_CR7","doi-asserted-by":"publisher","first-page":"1851","DOI":"10.1007\/s00366-019-00917-8","volume":"37","author":"Q Fan","year":"2021","unstructured":"Fan Q, Chen Z, Li Z, Xia Z, Yu J, Wang D (2021) A new improved whale optimization algorithm with joint search mechanisms for high-dimensional global optimization problems. Eng Comput 37:1851\u201378","journal-title":"Eng Comput"},{"key":"8917_CR8","doi-asserted-by":"publisher","first-page":"115032","DOI":"10.1016\/j.eswa.2021.115032","volume":"179","author":"X Zhang","year":"2021","unstructured":"Zhang X, Wen S (2021) Hybrid whale optimization algorithm with gathering strategies for high-dimensional problems. Expert Syst Appl 179:115032","journal-title":"Expert Syst Appl"},{"issue":"5","key":"8917_CR9","doi-asserted-by":"publisher","first-page":"1081","DOI":"10.3390\/math11051081","volume":"11","author":"A Yaqoob","year":"2023","unstructured":"Yaqoob A, Aziz RM, Verma NK, Lalwani P, Makrariya A, Kumar P (2023) A review on nature-inspired algorithms for cancer disease prediction and classification. Mathematics 11(5):1081","journal-title":"Mathematics"},{"issue":"1","key":"8917_CR10","doi-asserted-by":"publisher","first-page":"87","DOI":"10.3390\/w10010087","volume":"10","author":"Z Yan","year":"2018","unstructured":"Yan Z, Sha J, Liu B, Tian W, Lu J (2018) An ameliorative whale optimization algorithm for multi-objective optimal allocation of water resources in Handan, China. Water. 10(1):87","journal-title":"Water."},{"key":"8917_CR11","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1007\/s00357-018-9261-2","volume":"35","author":"GI Sayed","year":"2018","unstructured":"Sayed GI, Darwish A, Hassanien AE (2018) A new chaotic whale optimization algorithm for features selection. J Classif 35:300\u201344","journal-title":"J Classif"},{"issue":"1","key":"8917_CR12","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1007\/s44196-022-00092-7","volume":"15","author":"G Sun","year":"2022","unstructured":"Sun G, Shang Y, Yuan K, Gao H (2022) An improved whale optimization algorithm based on nonlinear parameters and feedback mechanism. Int J Comput Intell Syst 15(1):38","journal-title":"Int J Comput Intell Syst"},{"key":"8917_CR13","doi-asserted-by":"crossref","unstructured":"Ruiye J, Tao C, Songyan W, Ming Y (2019) A modified whale optimization algorithm based on chaos initialization and regulation operation. In: 2019 Chinese control conference (CCC), pp 2702\u20132707. IEEE","DOI":"10.23919\/ChiCC.2019.8866240"},{"issue":"1","key":"8917_CR14","doi-asserted-by":"publisher","first-page":"012055","DOI":"10.1088\/1742-6596\/1682\/1\/012055","volume":"1682","author":"S Dong","year":"2020","unstructured":"Dong S, Bu C, Wang Y (2020) Improved whale optimization algorithm based on the tent chaotic mapping and nonlinear convergence factor. J Phys Conf Ser 1682(1):012055","journal-title":"J Phys Conf Ser"},{"issue":"14","key":"8917_CR15","doi-asserted-by":"publisher","first-page":"5037","DOI":"10.3390\/en15145037","volume":"15","author":"S Habib","year":"2022","unstructured":"Habib S, Abbas G, Jumani TA, Bhutto AA, Mirsaeidi S, Ahmed EM (2022) Improved whale optimization algorithm for transient response, robustness, and stability enhancement of an automatic voltage regulator system. Energies 15(14):5037","journal-title":"Energies"},{"key":"8917_CR16","doi-asserted-by":"crossref","unstructured":"Reddy K, Saha AK (2022) A modified whale optimization algorithm for exploitation capability and stability enhancement. Heliyon 8(10)","DOI":"10.1016\/j.heliyon.2022.e11027"},{"key":"8917_CR17","doi-asserted-by":"crossref","unstructured":"Abd Elaziz M, Lu S, He S (2021) A multi-leader whale optimization algorithm for global optimization and image segmentation. Expert Syst Appl 175:114841","DOI":"10.1016\/j.eswa.2021.114841"},{"issue":"5","key":"8917_CR18","doi-asserted-by":"publisher","first-page":"1802","DOI":"10.1002\/oca.2443","volume":"39","author":"PR Sahu","year":"2018","unstructured":"Sahu PR, Hota PK, Panda S (2018) Modified whale optimization algorithm for fractional-order multi-input SSSC-based controller design. Optim Control Appl Methods 39(5):1802\u201317","journal-title":"Optim Control Appl Methods"},{"key":"8917_CR19","doi-asserted-by":"crossref","unstructured":"Tang C, Sun W, Wu W, Xue M (2019) A hybrid improved whale optimization algorithm. In: 2019 IEEE 15th international conference on control and automation (ICCA), pp 362\u2013367. IEEE","DOI":"10.1109\/ICCA.2019.8900003"},{"issue":"1","key":"8917_CR20","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert DH, Macready WG (1997) No free lunch theorems for optimization. IEEE Trans Evolut Comput 1(1):67\u201382","journal-title":"IEEE Trans Evolut Comput"},{"key":"8917_CR21","doi-asserted-by":"crossref","unstructured":"Saafan MM, El-Gendy EM. IWOSSA: an improved whale optimization salp swarm algorithm for solving optimization problems. Expert Syst Appl 176:114901","DOI":"10.1016\/j.eswa.2021.114901"},{"key":"8917_CR22","doi-asserted-by":"crossref","unstructured":"Faris H, Aljarah I, Mirjalili S, Castillo PA, Guervos JJ (2016) EvoloPy: an open-source nature-inspired optimization framework in python. IJCCI ECTA 1:171\u2013177","DOI":"10.5220\/0006048201710177"},{"key":"8917_CR23","doi-asserted-by":"crossref","unstructured":"Khurma RA, Aljarah I, Sharieh A, Mirjalili S (2020) Evolopy-fs: an open-source nature-inspired optimization framework in python for feature selection. Evolut Mach Learn Tech Algorithms Appl 131\u2013173","DOI":"10.1007\/978-981-32-9990-0_8"},{"key":"8917_CR24","unstructured":"Seyed Ali Mirjalili (2023). (n.d.). World of Algorithms. Retrieved April 25, from. https:\/\/seyedalimirjalili.com\/woa"},{"issue":"3","key":"8917_CR25","doi-asserted-by":"crossref","first-page":"732","DOI":"10.1137\/SIREAD000040000003000732000001","volume":"40","author":"KT Alligood","year":"1998","unstructured":"Alligood KT, Sauer TD, Yorke JA, Chillingworth D (1998) Chaos: an introduction to dynamical systems. SIAM Rev 40(3):732","journal-title":"SIAM Rev"},{"key":"8917_CR26","doi-asserted-by":"crossref","unstructured":"Szemplinska-Stupnicka W (2003) Chaos, bifurcations and fractals around us: a brief introduction. World Scientific 95:51\u201367","DOI":"10.1142\/5419"},{"key":"8917_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s42979-021-00778-3","volume":"2","author":"JS Muthu","year":"2021","unstructured":"Muthu JS, Murali P (2021) Review of chaos detection techniques performed on chaotic maps and systems in image encryption. SN Comput Sci 2:1\u201324","journal-title":"SN Comput Sci"},{"key":"8917_CR28","doi-asserted-by":"crossref","unstructured":"Li Y, Pei W, Zhang Q (2022) Improved whale optimization algorithm based on hybrid strategy and its application in location selection for electric vehicle charging stations. Energies 15(19):7035","DOI":"10.3390\/en15197035"},{"issue":"3","key":"8917_CR29","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1007\/s13748-021-00244-4","volume":"10","author":"K Asghari","year":"2021","unstructured":"Asghari K, Masdari M, Gharehchopogh FS, Saneifard R (2021) A chaotic and hybrid gray wolf-whale algorithm for solving continuous optimization problems. Prog Artif Intell 10(3):349\u2013374","journal-title":"Prog Artif Intell"},{"key":"8917_CR30","doi-asserted-by":"crossref","unstructured":"Yang X-S (2010) Firefly algorithm, stochastic test functions and design optimisation. arXiv preprint arXiv:1003.1409","DOI":"10.1504\/IJBIC.2010.032124"},{"issue":"2","key":"8917_CR31","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/4235.771163","volume":"3","author":"X Yao","year":"1999","unstructured":"Yao X, Liu Y, Lin G (1999) Evolutionary programming made faster. IEEE Trans Evolut Comput 3(2):82\u2013102","journal-title":"IEEE Trans Evolut Comput"},{"key":"8917_CR32","doi-asserted-by":"crossref","unstructured":"Masadeh R, Mahafzah BA, Sharieh A (2019) Sea lion optimization algorithm. Int J Adv Comput Sci Appl 10(5)","DOI":"10.14569\/IJACSA.2019.0100548"},{"issue":"2","key":"8917_CR33","doi-asserted-by":"publisher","first-page":"238","DOI":"10.3390\/sym13020238","volume":"13","author":"Q Jin","year":"2021","unstructured":"Jin Q, Xu Z, Cai W (2021) An improved whale optimization algorithm with random evolution and special reinforcement dual-operation strategy collaboration. Symmetry 13(2):238","journal-title":"Symmetry"},{"issue":"2","key":"8917_CR34","first-page":"687","volume":"17","author":"H Zhang","year":"2021","unstructured":"Zhang H, Pan Y, Zhang J, Dai K, Feng Y (2021) Tent chaos and nonlinear convergence factor whale optimization algorithm. Int J Innov Comput Inf Control 17(2):687\u2013700","journal-title":"Int J Innov Comput Inf Control"},{"key":"8917_CR35","doi-asserted-by":"publisher","first-page":"114616","DOI":"10.1016\/j.cma.2022.114616","volume":"392","author":"H Zamani","year":"2022","unstructured":"Zamani H, Nadimi-Shahraki MH, Gandomi AH (2022) Starling murmuration optimizer: a novel bio-inspired algorithm for global and engineering optimization. Comput Methods Appl Mech Eng 392:114616","journal-title":"Comput Methods Appl Mech Eng"},{"key":"8917_CR36","doi-asserted-by":"publisher","first-page":"115665","DOI":"10.1016\/j.eswa.2021.115665","volume":"185","author":"H Jia","year":"2021","unstructured":"Jia H, Peng X, Lang C (2021) Remora optimization algorithm. Expert Syst Appl 185:115665","journal-title":"Expert Syst Appl"},{"issue":"19","key":"8917_CR37","doi-asserted-by":"publisher","first-page":"3604","DOI":"10.3390\/math10193604","volume":"10","author":"C Wen","year":"2022","unstructured":"Wen C, Jia H, Wu D, Rao H, Li S, Liu Q, Abualigah L (2022) Modified remora optimization algorithm with multistrategies for global optimization problem. Mathematics 10(19):3604","journal-title":"Mathematics"},{"key":"8917_CR38","doi-asserted-by":"crossref","unstructured":"Huang L, Wang Y, Guo Y, Hu G (2022) An improved reptile search algorithm based on l\u00e9vy flight and interactive crossover strategy to engineering application. Mathematics 10","DOI":"10.3390\/math10132329"},{"key":"8917_CR39","doi-asserted-by":"publisher","first-page":"1851","DOI":"10.1007\/s00366-019-00917-8","volume":"37","author":"Q Fan","year":"2021","unstructured":"Fan Q, Chen Z, Li Z, Xia Z, Yu J, Wang D (2021) A new improved whale optimization algorithm with joint search mechanisms for high-dimensional global optimization problems. Eng Comput 37:1851\u201378","journal-title":"Eng Comput"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-023-08917-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-023-08917-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-023-08917-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,16]],"date-time":"2023-09-16T15:11:42Z","timestamp":1694877102000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-023-08917-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,16]]},"references-count":39,"journal-issue":{"issue":"30","published-print":{"date-parts":[[2023,10]]}},"alternative-id":["8917"],"URL":"https:\/\/doi.org\/10.1007\/s00521-023-08917-y","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,16]]},"assertion":[{"value":"16 February 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 July 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 August 2023","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 declare no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}]}}