Computational Intelligence in Reliabilit
โ Gregory Levitin, Gregory Levitin
๐ Library
๐
2006
๐ Springer
๐ English
โฆ LIBER โฆ
๐
Computational Intelligence in Reliability Engineering: New Metaheuristics, Neural and Fuzzy Techniques in Reliability
โ Scribed by Yun-Chia Liang, Alice E. Smith (auth.), Dr. Gregory Levitin (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2007
- Tongue
- English
- Leaves
- 427
- Series
- Studies in Computational Intelligence 40
- Edition
- 1
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Synopsis
This volume contains chapters presenting applications of different metaheuristics (ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization) in reliability engineering. It also includes chapters devoted to cellular automata and support vector machines and different applications of artificial neural networks, a powerful adaptive technique that can be used for learning, prediction and optimization. Several chapters describe different aspects of imprecise reliability and applications of fuzzy and vague set theory.
โฆ Table of Contents
Front Matter....Pages I-XIV
The Ant Colony Paradigm for Reliable Systems Design....Pages 1-20
Modified Great Deluge Algorithm versus Other Metaheuristics in Reliability Optimization....Pages 21-36
Applications of the Cross-Entropy Method in Reliability....Pages 37-82
Particle Swarm Optimization in Reliability Engineering....Pages 83-112
Cellular Automata and Monte Carlo Simulation for Network Reliability and Availability Assessment....Pages 113-144
Network Reliability Assessment through Empirical Models using a Machine Learning Approach....Pages 145-174
Neural Networks for Reliability-Based Optimal Design....Pages 175-196
Software Reliability Predictions using Artificial Neural Networks....Pages 197-222
Computation Intelligence in Online Reliability Monitoring....Pages 223-260
Imprecise Reliability: An Introductory Overview....Pages 261-306
Posbist Reliability Theory for Coherent Systems....Pages 307-346
Analyzing Fuzzy System Reliability Based on the Vague Set Theory....Pages 347-362
Fuzzy Sets in the Evaluation of Reliability....Pages 363-386
Grey Differential Equation GM(1,1) Models in Repairable System Modeling....Pages 387-413
โฆ Subjects
Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics); Quality Control, Reliability, Safety and Risk; Applications of Mathematics; Computational Intelligence
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