书目名称 | Linear and Multiobjective Programming with Fuzzy Stochastic Extensions |
编辑 | Masatoshi Sakawa,Hitoshi Yano,Ichiro Nishizaki |
视频video | |
概述 | Presents the latest advances in the new field of multiobjective programming involving fuzziness and randomness.Emphasis on human-centered systems under uncertainty in realistic situations.Suitable as |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | .Although several books or monographs on multiobjective optimization under uncertainty have been published, there seems to be no book which starts with an introductory chapter of linear programming and is designed to incorporate both fuzziness and randomness into multiobjective programming in a unified way. In this book, five major topics, linear programming, multiobjective programming, fuzzy programming, stochastic programming, and fuzzy stochastic programming, are presented in a comprehensive manner. Especially, the last four topics together comprise the main characteristics of this book, and special stress is placed on interactive decision making aspects of multiobjective programming for human-centered systems in most realistic situations under fuzziness and/or randomness..Organization of each chapter is briefly summarized as follows: Chapter 2 is a concise and condensed description of the theory of linear programming and its algorithms. Chapter 3 discusses fundamental notions and methods of multiobjective linear programming and concludes with interactive multiobjective linear programming. In Chapter 4, starting with clear explanations of fuzzy linear programming and fuzzy multi |
出版日期 | Textbook 2013 |
关键词 | Computational methods; Fuzziness; Multiobjective Programming; Operations Research; Optimization; Stochast |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4614-9399-0 |
isbn_softcover | 978-1-4899-7855-4 |
isbn_ebook | 978-1-4614-9399-0Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer Science+Business Media New York 2013 |