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Based on employing Lyapunov theory, the proposed model is established to be stable in the sense of Lyapunov and it is globally convergent to an exact optimal solution of the convex programming problem with different values of weights. The computer simulations shows the feasibility and the efficiency of the suggested model. <\/jats:p>","DOI":"10.1142\/s1469026824500184","type":"journal-article","created":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T04:04:50Z","timestamp":1715141090000},"source":"Crossref","is-referenced-by-count":3,"title":["Solving Convex Multi-Objective Optimization Problems via a Capable Neural Network Scheme"],"prefix":"10.1142","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-9053-8179","authenticated-orcid":false,"given":"Mohammadreza","family":"Jahangiri","sequence":"first","affiliation":[{"name":"Faculty of Mathematical Sciences, Shahrood University of Technology, Shahrood 3619995161-316, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2972-9375","authenticated-orcid":false,"given":"Alireza","family":"Nazemi","sequence":"additional","affiliation":[{"name":"Faculty of Mathematical Sciences, Shahrood University of Technology, Shahrood 3619995161-316, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2024,5,8]]},"reference":[{"key":"S1469026824500184BIB001","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88908-3_11"},{"volume-title":"Multicriteria Optimization","year":"2005","author":"Ehrgott M.","key":"S1469026824500184BIB002"},{"volume-title":"Nonlinear Multiobjective Optimization","year":"2002","author":"Miettinen K.","key":"S1469026824500184BIB003"},{"key":"S1469026824500184BIB004","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2014.04.003"},{"key":"S1469026824500184BIB005","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2015.10.011"},{"key":"S1469026824500184BIB006","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2015.01.013"},{"key":"S1469026824500184BIB007","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45511-7"},{"key":"S1469026824500184BIB008","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-007-0186-0"},{"key":"S1469026824500184BIB009","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-23081-5_17"},{"key":"S1469026824500184BIB010","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2022.101093"},{"key":"S1469026824500184BIB011","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.05.005"},{"key":"S1469026824500184BIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2022.101074"},{"key":"S1469026824500184BIB013","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2022.114122"},{"key":"S1469026824500184BIB014","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2022.101031"},{"key":"S1469026824500184BIB015","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.10.063"},{"key":"S1469026824500184BIB016","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2021.105506"},{"key":"S1469026824500184BIB017","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.07.025"},{"key":"S1469026824500184BIB018","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.02.074"},{"key":"S1469026824500184BIB019","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.03.068"},{"volume-title":"Multiobjective Decision Making: Theory and Methodology","year":"1983","author":"Chankong V.","key":"S1469026824500184BIB020"},{"key":"S1469026824500184BIB021","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008215702611"},{"key":"S1469026824500184BIB023","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-005-5494-4"},{"key":"S1469026824500184BIB024","doi-asserted-by":"publisher","DOI":"10.1007\/s00186-008-0220-2"},{"key":"S1469026824500184BIB025","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2012.01.034"},{"key":"S1469026824500184BIB026","first-page":"746","volume":"243","author":"Matejas J.","year":"2014","journal-title":"Appl. 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