Spatially Structured Evolutionary Algorithms: Artificial Evolution In Space And Time - Couverture rigide

Livre 2 sur 32: Natural Computing

Tomassini, Marco

 
9783540241935: Spatially Structured Evolutionary Algorithms: Artificial Evolution In Space And Time
Couverture rigide
ISBN 10 : 3540241930 ISBN 13 : 9783540241935
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2005

Synopsis

Evolutionary algorithms (EAs) are accepted as a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. The unique properties of spatially structured EAs evoke new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Included is new material on non-standard networked population structures such as small-world networks. The book will be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization, and also to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Marco Tomassini is a professor of Computer Science at the Information Systems Department of the University of Lausanne, Switzerland. He graduated in physical and chemical sciences in Mendoza, Argentina, and got a PhD degree in theoretical chemistry from the University of Perugia, Italy, working on computer simulations of condensed matter systems. His current research interests are centered around the application of biological ideas to artificial systems. He is active in evolutionary computation, especially spatially structured systems, genetic programming, and evolvable machines. He is also interested in machine learning, parallel cellular computing systems, and the dynamical properties of networked complex systems. He has been Program Chairman of several international events and has published many scientific papers and several authored and edited books in these fields.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2005
Langue
anglais
ISBN 10 
3540241930
ISBN 13 
9783540241935
Reliure
Relié
Nombre de pages
193
Coordonnées du fabricant
KINESIS
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
22391
Allemagne

Autres éditions populaires du même titre

9783642063398: Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time

Edition présentée

ISBN 10 :  364206339X ISBN 13 :  9783642063398
Editeur : Springer, 2010
Couverture souple