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Optimization Models

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Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 82))

Abstract

To model and solve a bi-level or multi-level optimization problem, we have to first understand basic single-level optimization models and related solution methods. This chapter introduces related concepts, models and solution methods of basic single-level optimization including linear programming, non-linear programming, multi-objective programming, goal programming, Stackelberg game theory, and particle swarm optimization. These knowledge will be used in the rest of the book.

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Correspondence to Guangquan Zhang .

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© 2015 Springer-Verlag Berlin Heidelberg

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Zhang, G., Lu, J., Gao, Y. (2015). Optimization Models. In: Multi-Level Decision Making. Intelligent Systems Reference Library, vol 82. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-46059-7_2

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  • DOI: https://doi.org/10.1007/978-3-662-46059-7_2

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-46058-0

  • Online ISBN: 978-3-662-46059-7

  • eBook Packages: EngineeringEngineering (R0)

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