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Research Paper | Industrial Engineering | Saudi Arabia | Volume 12 Issue 11, November 2023 | Popularity: 4.8 / 10

Enhancing Evolutionary Solver Efficiency for NP-Hard Single Machine Scheduling Problems

Mohammed Al-Romema, Mohammed A. Makarem

Abstract: The study explores the optimization of evolutionary solver parameters for minimizing total tardiness in single machine scheduling, an NP-hard problem with zero ready times included. It investigates various parameter combinations, including population sizes, mutation rates, and a constant convergence rate, both above and below default values. The aim is to enhance the solver's effectiveness in addressing this complex challenge. The findings contribute to improving scheduling efficiency in manufacturing and operations management contexts.

Keywords: Total Tardiness, Np Hard, Single Machine, Scheduling, Evolutionary Solver Parameters

Edition: Volume 12 Issue 11, November 2023

Pages: 2015 - 2025

DOI: https://www.doi.org/10.21275/SR231128074407

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Mohammed Al-Romema, Mohammed A. Makarem, "Enhancing Evolutionary Solver Efficiency for NP-Hard Single Machine Scheduling Problems", International Journal of Science and Research (IJSR), Volume 12 Issue 11, November 2023, pp. 2015-2025, URL: https://www.ijsr.net/getabstract.php?paperid=SR231128074407, DOI: https://www.doi.org/10.21275/SR231128074407

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