Transaction of the Japanese Society for Evolutionary Computation
Online ISSN : 2185-7385
ISSN-L : 2185-7385
Original Paper
Proposal of Simultaneous Design Optimization Benchmark Problem of Multiple Car Structures Using Response Surface Method
Takehisa KohiraHiromasa KemmotsuAkira OyamaTomoaki Tatsukawa
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2017 Volume 8 Issue 1 Pages 11-21

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Abstract
We propose two optimization benchmark problems with actual engineering design features of car-body structural development using response surface method. The first is a single-objective optimization problem of weight minimization. The second is the multi-objective optimization problem of weight minimization and number of common thickness parts maximization. These benchmark problems have key feature of real-world design problem, i.e. many variables and many constraint conditions. Furthermore, it is a discrete variable optimization problem. We present optimization results using multi-island genetic algorithm (single-objective optimization) and NSGA-II (multiobjective optimization). We also present optimization result of the benchmark problem where the discrete variables are treated as real variables. The benchmark problem is available on http://ladse.eng.isas.jaxa.jp/benchmark.
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© 2017 The Japanese Society for Evolutionary Computation
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