Theory and Practice of Uncertain Programming: v. 102 - Rilegato

Liu, Baoding

 
9783790814903: Theory and Practice of Uncertain Programming: v. 102

Sinossi

Real-life decisions are usually made in the state of uncertainty (randomness, fuzziness, roughness, etc. ). How do we model optimization problems in uncertain environments? How do we solve these models? In order to answer these questions, this book provides a self-contained, comprehensive and up-to-date presentation of uncertain programming theory. It includes numerous modeling ideas, hybrid intelligent algorithms, and various applications in transportation problem, inventory system, facility location & allocation, capital budgeting, topological optimization, vehicle routing problem, redundancy optimization, and scheduling. Researchers, practitioners and students in operations research, management science, information science, system science, and engineering will find this work a stimulating and useful reference.

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Contenuti

Fundamentals: Mathematical Programming; Genetic Algorithms; Neural Networks.- Stochastic Programming: Random Variables; Stochastic Expected Value Models; Stochastic Chance-Constrained Programming; Stochastic Dependent-Chance Programming.- Fuzzy Programming: Fuzzy Variables; Fuzzy Expected Value Models; Fuzzy Chance-Constrained Programming; Fuzzy Dependent-Chance Programming; Fuzzy Programming with Fuzzy Decisions.- Rough Programming: Rough Variables; Rough Programming.- Fuzzy Random Programming: Fuzzy Random Variables; Fuzzy Random Expected Value Models; Fuzzy Random Chance-Constrained Programming; Fuzzy Random Dependent-Chance Programming.- Random Fuzzy Programming: Random Fuzzy Variables; Random Fuzzy Expected Value Models; Random Fuzzy Chance-Constrained Programming; Random Fuzzy Dependent-Chance Programming.- Generel Principle: Multifold Uncertainty; Uncertain Programming.

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Altre edizioni note dello stesso titolo

9783540896050: Theory and Practice of Uncertain Programming

Edizione in evidenza

ISBN 10:  3540896058 ISBN 13:  9783540896050
Casa editrice: Springer, 2009
Brossura