Vorliegende Sprache |
eng |
Hinweise auf parallele Ausgaben |
255438869 Buchausg. u.d.T.: ‡Ahn, Chang Wook: Advances in evolutionary algorithms |
ISBN |
978-3-540-31758-6 |
Name |
Ahn, Chang Wook |
T I T E L |
Advances in Evolutionary Algorithms |
Zusatz zum Titel |
Theory, Design and Practice |
Verlagsort |
Berlin, Heidelberg |
Verlag |
Springer-Verlag Berlin Heidelberg |
Erscheinungsjahr |
2006 |
2006 |
Umfang |
Online-Ressource (XV, 171 p. Also available online, digital) |
Reihe |
Studies in Computational Intelligence ; 18 |
Titelhinweis |
Buchausg. u.d.T.: ‡Ahn, Chang Wook: Advances in evolutionary algorithms |
ISBN |
ISBN 978-3-540-31759-3 |
Klassifikation |
MAT003000 |
*68T05 |
68T20 |
68W05 |
68-02 |
TBJ |
TEC009000 |
519 |
510 |
TA329-348 |
TA640-643 |
ST 134 |
ST 301 |
Kurzbeschreibung |
Practical Genetic Algorithms -- Real-World Application: Routing Problem -- Elitist Compact Genetic Algorithms -- Real-coded Bayesian Optimization Algorithm -- Multiobjective Real-coded Bayesian Optimization Algorithm -- Conclusions. |
2. Kurzbeschreibung |
Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated: Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines. Demonstrating the practical use of the suggested road map. Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications. Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain. Opening an important track for multiobjective GEA research that relies on decomposition principle. This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation. |
1. Schlagwortkette |
Evolutionärer Algorithmus |
1. Schlagwortkette ANZEIGE DER KETTE |
Evolutionärer Algorithmus |
2. Schlagwortkette |
Evolutionärer Algorithmus |
ANZEIGE DER KETTE |
Evolutionärer Algorithmus |
SWB-Titel-Idn |
26435916X |
Signatur |
Springer E-Book |
Bemerkungen |
Elektronischer Volltext - Campuslizenz |
Elektronische Adresse |
$uhttp://dx.doi.org/10.1007/3-540-31759-7 |
Internetseite / Link |
Volltext |
Siehe auch |
Volltext |
Siehe auch |
Cover |
Siehe auch |
Inhaltstext |