Vorliegende Sprache |
eng |
Hinweise auf parallele Ausgaben |
257748091 Buchausg. u.d.T.: ‡Computational intelligence in reliability engineering |
ISBN |
978-3-540-37371-1 |
Name |
Levitin, Gregory |
T I T E L |
Computational Intelligence in Reliability Engineering |
Zusatz zum Titel |
New Metaheuristics, Neural and Fuzzy Techniques in Reliability |
Verlagsort |
Berlin, Heidelberg |
Verlag |
Springer-Verlag Berlin Heidelberg |
Erscheinungsjahr |
2007 |
2007 |
Umfang |
Online-Ressource (XIV, 413 p. 90 illus. Also available online, digital) |
Reihe |
Studies in Computational Intelligence ; 40 |
Notiz / Fußnoten |
Description based upon print version of record |
Weiterer Inhalt |
""Preface""; ""Contents""; ""The Ant Colony Paradigm for Reliable Systems Design""; ""Modified Great Deluge Algorithm versus Other Metaheuristics in Reliability Optimization""; ""Applications of the Cross-Entropy Method in Reliability""; ""Particle Swarm Optimization in Reliability Engineering""; ""Cellular Automata and Monte Carlo Simulation for Network Reliability and Availability Assessment""; ""Network Reliability Assessment through Empirical Models using a Machine Learning Approach""; ""Neural Networks for Reliability-Based Optimal Design"". ""Software Reliability Predictions using Artificial Neural Networks""""Computation Intelligence in Online Reliability Monitoring""; ""Imprecise Reliability: An Introductory Overview""; ""Posbist Reliability Theory for Coherent Systems""; ""Analyzing Fuzzy System Reliability Based on the Vague Set Theory""; ""Fuzzy Sets in the Evaluation of Reliability""; ""Grey Differential Equation GM(1,1) Models in Repairable System Modeling"" |
Titelhinweis |
Buchausg. u.d.T.: ‡Computational intelligence in reliability engineering |
ISBN |
ISBN 978-3-540-37372-8 |
Klassifikation |
MAT003000 |
*90-06 |
00B15 |
90B25 |
90C59 |
TBJ |
TEC009000 |
620.00452028563 |
519 |
620 |
TA329-348 |
TA640-643 |
ST 301 |
Kurzbeschreibung |
The Ant Colony Paradigm for Reliable Systems Design -- Modified Great Deluge Algorithm versus Other Metaheuristics in Reliability Optimization -- Applications of the Cross-Entropy Method in Reliability -- Particle Swarm Optimization in Reliability Engineering -- Cellular Automata and Monte Carlo Simulation for Network Reliability and Availability Assessment -- Network Reliability Assessment through Empirical Models using a Machine Learning Approach -- Neural Networks for Reliability-Based Optimal Design -- Software Reliability Predictions using Artificial Neural Networks -- Computation Intelligence in Online Reliability Monitoring -- Imprecise Reliability: An Introductory Overview -- Posbist Reliability Theory for Coherent Systems -- Analyzing Fuzzy System Reliability Based on the Vague Set Theory -- Fuzzy Sets in the Evaluation of Reliability -- Grey Differential Equation GM(1,1) Models in Repairable System Modeling. |
2. Kurzbeschreibung |
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. |
1. Schlagwortkette |
Technisches System |
Zuverlässigkeit |
Soft Computing |
1. Schlagwortkette ANZEIGE DER KETTE |
Technisches System -- Zuverlässigkeit -- Soft Computing |
2. Schlagwortkette |
Technisches System |
Zuverlässigkeit |
Soft Computing |
ANZEIGE DER KETTE |
Technisches System -- Zuverlässigkeit -- Soft Computing |
SWB-Titel-Idn |
264371771 |
Signatur |
Springer E-Book |
Bemerkungen |
Elektronischer Volltext - Campuslizenz |
Elektronische Adresse |
$uhttp://dx.doi.org/10.1007/978-3-540-37372-8 |
Internetseite / Link |
Volltext |
Siehe auch |
Volltext |
Siehe auch |
Cover |
Siehe auch |
Kapitel 1 |
Siehe auch |
Inhaltstext |