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[转载]【新书推荐】【2019.10】多准则决策辅助:方法、示例与Python实现

已有 2783 次阅读 2019-2-17 21:24 |系统分类:科研笔记|文章来源:转载

【2019.10】多准则决策辅助:方法、示例与Python实现Multiple Criteria Decision Aid: Methods, Examples and Python Implementations,共192页。



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本书通过使用Python的理论和计算技术说明了多准则决策辅助(MCDA)方法。

Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python.


以逐步讲解的方式详细介绍了现有的方法。

Existing methods are presented in detail with a step by step learning approach. 


给出了TOPSIS、VIKOR、PROMETHEE、SIR、AHP、目标规划及相关改进方法的理论背景。

Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations.


结合易于使用的Python代码,还讨论了每种方法的综合数值示例。

Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. 


模糊数理论群体决策等多准则决策算法进行了扩展,并通过Python予以实现。

Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well.


读者将学习如何根据问题、可用数据、涉众以及所需的各种需求来实现并使用每种方法。

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. 


本书注重多准则决策方法的实践方面,专为应用数学、信息系统、运筹学和工商管理学科的研究人员、实践者和高级研究生以及其他面向跨学科的工程师和科学家而设计。

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 and business administration disciplines, as well as other engineers and scientists oriented in interdisciplinary research.


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