Multiple Criteria Decision Aid : Methods, Examples and Python Implementations. 1st ed. 2018

種類:

電子ブック

責任表示:

by Jason Papathanasiou, Nikolaos Ploskas

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2018

著者名:

• Papathanasiou, Jason.
• Ploskas, Nikolaos.
• SpringerLink (Online service)

シリーズ名:

Springer Optimization and Its Applications ; 136

ISBN:

9783319916484 [3319916483]    

注記:

1. TOPSIS -- 2. VIKOR -- 3. PROMETHEE -- 4. SIR -- 5. AHP -- 6. Goal Programming.– Appendix.
Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python. Existing methods are presented in detail with a step by step learning approach. Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations. Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well. Readers will learn how to implement and use each method based on the problem, the available data, the stakeholders involved, and the various requirements needed. Focusing on the practical aspects of the multiple criteria decision making methodologies, this book is designed for researchers, practitioners and advanced graduate students in the applied mathematics, information systems, operations research a

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