Single-machine sustainable production planning to minimize total energy consumption and total completion time using a multiple objective genetic algorithm
Yildirim, Mehmet Bayram
Mouzon, Gilles C.
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Yildirim, Mehmet Bayram; Mouzon, Gilles. 2012. Single-machine sustainable production planning to minimize total energy consumption and total completion time using a multiple objective genetic algorithm. IEEE Transactions on Engineering Management, v.59 no.4 pp.585-597
Energy is an expensive resource that is becoming more scarce with increasing population and demand. In this paper, a mathematical model to minimize energy consumption and reduce total completion time of a single machine is proposed, and a multiobjective genetic algorithm is utilized to obtain an approximate set of nondominated alternatives. Furthermore, dominance rules and a heuristic are proposed to increase the speed of the proposed genetic algorithm. Finally, the analytical hierarchical process is utilized to select a solution with some additional criteria.
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