Introduction to evolutionary computing:

Natural Computing Series -- Introduction to Evolutionary Computing -- Copyright -- Preface -- Contents -- 1 Introduction -- 2 What is an Evolutionary Algorithm? -- 3 Genetic Algorithms -- 4 Evolution Strategies -- 5 Evolutionary Programming -- 6 Genetic Programming -- 7 Learning Classifier Systems -...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Eiben, Agoston E. 1961- (VerfasserIn), Smith, James E. 1964- (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Berlin; Heidelberg Springer [2003]
Schriftenreihe:Natural computing series
Schlagworte:
Online-Zugang:TUM01
Zusammenfassung:Natural Computing Series -- Introduction to Evolutionary Computing -- Copyright -- Preface -- Contents -- 1 Introduction -- 2 What is an Evolutionary Algorithm? -- 3 Genetic Algorithms -- 4 Evolution Strategies -- 5 Evolutionary Programming -- 6 Genetic Programming -- 7 Learning Classifier Systems -- 8 Parameter Control in Evolutionary Algorithms -- 9 Multimodal Problems and Spatial Distribution -- 10 Hybridisation with Other Techniques: Memetic Algorithms -- 11 Theory -- 12 Constraint Handling -- 13 Special Forms of Evolution -- 14 Working with Evolutionary Algorithms -- 15 Summary -- A Gray Coding -- B Test Functions -- References -- Index
Beschreibung:Description based on publisher supplied metadata and other sources
Beschreibung:1 Online-Ressource (306 Seiten) Illustrationen
ISBN:9783662050941