A genetic algorithm approach to problems of capacitated lot sizing planning

A genetic algorithm approach to problems of capacitated lot sizing planning

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Article ID: iaor20031413
Country: China
Volume: 19
Issue: 6
Start Page Number: 39
End Page Number: 44
Publication Date: Nov 2001
Journal: Systems Engineering
Authors: , ,
Keywords: lot sizing, genetic algorithms
Abstract:

This paper studies a capacitated production lot sizing problem considering penalties for overtime. The mathematical model is presented, and a genetic algorithm (GA) approach is developed to solve the problem. Initial populations are generated by employing a heuristic method, and the supply-demand balance algorithm, as well as the capacitated balance algorithm are incorporated into the GA to ensure the feasibility of the solutions.

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