Random-Like Bi-level Decision Making [electronic resource] /
by Jiuping Xu, Zongmin Li, Zhimiao Tao.
- XI, 401 p. 60 illus. online resource.
- Lecture Notes in Economics and Mathematical Systems, 688 0075-8442 ; .
- Lecture Notes in Economics and Mathematical Systems, 688 .
1: Foundations of Random-like Bi-level Decision Making -- 2: Bi-level Decision Making in Random Phenomenon -- 3: Bi-level Decision Making in Ra-Ra Phenomenon -- 4: Bi-level Decision Making in Ra-Fu Phenomenon -- 5: Methodology From an Equilibria Viewpoints -- Appendix: MATLAB Codes -- Index.
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.
9789811017681
10.1007/978-981-10-1768-1 doi
Computer science. Computer programming. Algorithms. Computer science--Mathematics. Probabilities. Statistics. Computer Science. Mathematics of Computing. Probability Theory and Stochastic Processes. Statistics and Computing/Statistics Programs. Algorithm Analysis and Problem Complexity. Mathematics of Algorithmic Complexity. Programming Techniques.