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An integrated approach for Decision Support through Multi-objective Optimization with Application to an Ill-posed Design Problem

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Computer Technology and Application 2011年第11期2卷 912-925页

作者： Yoshiaki Shimizu Yasumasa Kato Takeshi Kariyahara Mechanical Engineering Toyohashi University of Technology Toyohashi 441-8580 Japan

In the current scenario of global competition and short product life cycles, customer-defined satisfaction has attracted interest in artifact design. Accordingly, intelligent decision-making through multi-objective optimization has been proposed as an efficient method for human-centered manufacturing. However, previous vast researches on optimization have been mainly focused on optimization theory and optimization techniques and paid little interests on the process of problem formulation itself. In this paper, therefore, the authors present a total framework for supporting multi-objective decision making. Then, the authors try to solve the formulated multi-objective optimization problem that involves both qualitative and quantitative performance measures as a general consequence from the above procedure. Taking especially quality as a qualitative measure, the authors gave a new idea to evaluate the quality quantitatively. Additionally, to facilitate the portability of the proposed method in multidisciplinary decision-making environments, the authors implement the proposal algorithm in an Excel spreadsheet and validate the effectiveness of the approach through a case study.

关键词： integrated systems approach optimization engineering multi-objective optimization meta-modeling value system design.

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