Theory and Practice of Uncertain Programming

• Main Author: Liu, Baoding. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Fuzziness and Soft Computing, 239
• Subjects: Engineering.; Software engineering.; Mathematical optimization.; Operations research.; Distribution (Probability theory).; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Software Engineering.; Optimization.; Operations Research, Mathematical Programming.; Probability Theory and Stochastic Processes.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-540-89484-1

Real-life decisions are usually made in the state of uncertainty such as randomness and fuzziness. 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 pres...

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.