A hybrid algorithm based on simulated annealing and genetic algorithm for multi response surface optimization
Publish place: 08th International Industrial Engineering Conference
Publish Year: 1391
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
IIEC08_288
تاریخ نمایه سازی: 7 آذر 1391
Abstract:
Response surface methodology is a common tool in optimizing processes and products designs. However, in real world manufacturing problems it is required to determineprocess variables such that more than one quality characteristics be optimized simultaneously. This is called a multiresponsesurface (MRS) optimization problem. In dealing with nonlinear, complex surfaces, exact optimization algorithms can notsufficiently find the optimum. This study presents a new hybrid metaheuristic for optimizing the overall desirability function. The performance of the proposed algorithm is evaluated by an example from the literature. Results indicate the outperformance of the proposed hybrid algorithm
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Authors
Amineh Zadbood
Iran University of Science and Technology
Kazem Noghondarian
Iran University of Science and Technology
Mehdi Koosha
Shahed University