Theory and Practice of Uncertain Programming 1st Edition by Baoding Liu 3790814903 9783790814903

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Product details:

ISBN 10: 3790814903 

ISBN 13: 9783790814903

Author: Baoding Liu

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.

Table of contents:

Mathematical Programming
Genetic Algorithms
Neural Networks
Stochastic Programming
Fuzzy Programming
Hybrid Programming
Uncertain Programming
System Reliability Design
Project Scheduling Problem
Vehicle Routing Problem
Facility Location Problem
Machine Scheduling Problem

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Tags: Baoding Liu, Theory, Practice, Uncertain