Robust Logistics Network Modeling and Design against Uncertainties
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- SHIMIZU Yoshiaki
- Mechanical Engineering, Toyohashi University of Technology
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- FUSHIMI Hideaki
- Mechanical Engineering, Toyohashi University of Technology
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- WADA Takeshi
- Industrial Systems Engineering, Osaka Prefectural College of Technology
Description
In design of logistics networks, it is inevitable to consider various forward factors that will often change from their reference values. With this point of view, this study formulates a global logistics network design problem under uncertainties and present a solution method in terms of the stochastic programming known as recourse model. To reduce the effort to solve the resulting problem, a scenario-base approach is adopted instead of considering infinite realizations of uncertain parameters and sample average approximation. Furthermore, we present a method to support decision-making on robust design under noisy environment in terms of the knowledge from multi-objective optimization. Numerical experiments revealed validity of the proposed method through comparison with the reference results.
Journal
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- Journal of Advanced Mechanical Design, Systems, and Manufacturing
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Journal of Advanced Mechanical Design, Systems, and Manufacturing 5 (2), 103-114, 2011
The Japan Society of Mechanical Engineers
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Details 詳細情報について
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- CRID
- 1390001205271497984
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- NII Article ID
- 130000653953
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- ISSN
- 18813054
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- Text Lang
- en
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- Data Source
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed
