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The inspiration of the ANN-PSOIP approach instigates to present a reliable, steadfast, and consistent arrangement relates the ANNs strength for the soft computing optimization to handle with such inspiring classifications. Furthermore, the statistical soundings using the different operators certify the convergence, accurateness, and precision of the ANN-PSOIP scheme.<\/jats:p>","DOI":"10.1007\/s40747-021-00389-8","type":"journal-article","created":{"date-parts":[[2021,5,7]],"date-time":"2021-05-07T12:03:39Z","timestamp":1620389019000},"page":"1987-2000","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["A neuro-swarming intelligent heuristic for second-order nonlinear Lane\u2013Emden multi-pantograph delay differential system"],"prefix":"10.1007","volume":"8","author":[{"given":"Zulqurnain","family":"Sabir","sequence":"first","affiliation":[]},{"given":"Muhammad Asif Zahoor","family":"Raja","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2601-2803","authenticated-orcid":false,"given":"Dac-Nhuong","family":"Le","sequence":"additional","affiliation":[]},{"given":"Ayman A.","family":"Aly","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,5,7]]},"reference":[{"issue":"2","key":"389_CR1","doi-asserted-by":"crossref","first-page":"955","DOI":"10.1021\/nl404356t","volume":"14","author":"W Li","year":"2014","unstructured":"Li W, Chen B, Meng C, Fang W, Xiao Y, Li X, Hu Z, Xu Y, Tong L, Wang H, Liu W (2014) Ultrafast all-optical graphene modulator. 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