Ebook: Random-Like Bi-level Decision Making
- Tags: Mathematics of Computing, Probability Theory and Stochastic Processes, Statistics and Computing/Statistics Programs, Algorithm Analysis and Problem Complexity, Mathematics of Algorithmic Complexity, Programming Techniques
- Series: Lecture Notes in Economics and Mathematical Systems 688
- Year: 2016
- Publisher: Springer Singapore
- Edition: 1
- Language: English
- pdf
Among the various multi-level formulations of mathematical models in decision making processes, this book focuses on the bi-level model. Being the most frequently used, the bi-level model addresses conflicts which exist in multi-level decision making processes. From the perspective of bi-level structure and uncertainty, this book takes real-life problems as the background, focuses on the so-called random-like uncertainty, and develops the general framework of random-like bi-level decision making problems. The random-like uncertainty considered in this book includes random phenomenon, random-overlapped random (Ra-Ra) phenomenon and fuzzy-overlapped random (Ra-Fu) phenomenon. Basic theory, models, algorithms and practical applications for different types of random-like bi-level decision making problems are also presented in this book.