教師資料查詢 | 類別: 專書 | 教師: 鄭啟斌 Chi-Bin Cheng (瀏覽個人網頁)

標題:Fuzzy and Multi-Level Decision Making: Soft Computing Approaches
學年107
學期1
出版(發表)日期2019/01/24
作品名稱Fuzzy and Multi-Level Decision Making: Soft Computing Approaches
作品名稱(其他語言)
著者Cheng, Chi-Bin; Shih, Hsu-Shih; Lee, E. Stanley
單位
出版者Springer
著錄名稱、卷期、頁數
摘要This book offers a comprehensive overview of cutting-edge approaches for decision-making in hierarchical organizations. It presents soft-computing-based techniques, including fuzzy sets, neural networks, genetic algorithms and particle swarm optimization, and shows how these approaches can be effectively used to deal with problems typical of this kind of organization. After introducing the main classical approaches applied to multiple-level programming, the book describes a set of soft-computing techniques, demonstrating their advantages in providing more efficient solutions to hierarchical decision-making problems compared to the classical methods. Based on the book Fuzzy and Multi-Level Decision Making (Springer, 2001) by Lee E.S and Shih, H., this second edition has been expanded to include the most recent findings and methods and a broader spectrum of soft computing approaches. All the algorithms are presented in detail, together with a wealth of practical examples and solutions to real-world problems, providing students, researchers and professionals with a timely, practice-oriented reference guide to the area of interactive fuzzy decision making, multi-level programming and hierarchical optimization.
關鍵字
語言英文
ISBN9783319925240
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