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To solve these problems, this paper proposes an enhanced whale optimization algorithm (WOA) based on the worst individual disturbance (WD) and neighborhood mutation search (NM), named WDNMWOA, which employed WD to enhance the ability to jump out of local optimum and global exploration, adopted NM to enhance the possibility of individuals approaching the optimal solution. The superiority of WDNMWOA is demonstrated by representative IEEE CEC2014, CEC2017, CEC2019, and CEC2020 benchmark functions and four engineering examples. The experimental results show that thes WDNMWOA has better convergence accuracy and strong optimization ability than the original WOA.<\/jats:p>","DOI":"10.1093\/jcde\/qwac081","type":"journal-article","created":{"date-parts":[[2022,8,17]],"date-time":"2022-08-17T00:17:07Z","timestamp":1660695427000},"page":"1817-1851","source":"Crossref","is-referenced-by-count":16,"title":["Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems"],"prefix":"10.1093","volume":"9","author":[{"given":"Shimeng","family":"Qiao","sequence":"first","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University , Changchun 130118, China"}]},{"given":"Helong","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University , Changchun 130118, China"}]},{"given":"Ali Asghar","family":"Heidari","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Artificial Intelligence, Wenzhou University , Wenzhou 325035, China"}]},{"given":"Ayman A","family":"El-Saleh","sequence":"additional","affiliation":[{"name":"Department of Electronics and Communication Engineering, College of Engineering, A'Sharqiyah University , Ibra 400, Oman"}]},{"given":"Zhennao","family":"Cai","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Artificial Intelligence, Wenzhou University , Wenzhou 325035, China"}]},{"given":"Xingmei","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University , Changchun 130118, China"}]},{"given":"Majdi","family":"Mafarja","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Birzeit University , Birzeit, P.O. 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