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Random-Like Bi-level Decision Making [electronic resource] / by Jiuping Xu, Zongmin Li, Zhimiao Tao.

By: Xu, Jiuping [author.].
Contributor(s): Li, Zongmin [author.] | Tao, Zhimiao [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Economics and Mathematical Systems: 688Publisher: Singapore : Springer Singapore : Imprint: Springer, 2016Description: XI, 401 p. 60 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9789811017681.Subject(s): 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 TechniquesAdditional physical formats: Printed edition:: No titleDDC classification: 004.0151 Online resources: Click here to access online
Contents:
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.
In: Springer eBooksSummary: 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.
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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.

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