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Genetic algorithm (GA) is employed to optimize the values of unknown constants. The proposed approach provided results in good agreement with numerical values taken by Runge\u2013Kutta and more accurate than two popular classical methods including Adomian Decomposition Method (ADM) and Optimal Homotopy Asymptotic Method (OHAM). The error is minimized 10[Formula: see text] times to 10[Formula: see text] times. <\/jats:p>","DOI":"10.1142\/s0218126622500116","type":"journal-article","created":{"date-parts":[[2021,7,29]],"date-time":"2021-07-29T02:02:55Z","timestamp":1627524175000},"source":"Crossref","is-referenced-by-count":2,"title":["Numerical Investigation of Thin Film Flow of a Third-Grade Fluid on a Moving Belt Using Evolutionary Algorithm-Based Heuristic Technique"],"prefix":"10.1142","volume":"31","author":[{"given":"Fazal","family":"Subhan","sequence":"first","affiliation":[{"name":"Department of Electronic Engineering, School of Engineering and Applied Sciences (SEAS), Isra University Islamabad Campus, Islamabad, Pakistan"}]},{"given":"Suheel Abdullah","family":"Malik","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Faculty of Engineering and Technology, International Islamic University, Islamabad, Pakistan"}]},{"given":"Muhammad Asghar","family":"Khan","sequence":"additional","affiliation":[{"name":"Hamdard Institute of Engineering and Technology, Islamabad 44000, Pakistan"}]},{"given":"Muhammad Adnan","family":"Aziz","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, School of Engineering and Applied Sciences (SEAS), Isra University Islamabad Campus, Islamabad, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1355-3881","authenticated-orcid":false,"given":"M. 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