Umfang:
Online-Ressource (XXIV, 955 p. 262 illus, online resource)
ISBN:
9783319107622
Serie:
Lecture Notes in Computer Science 8672
Inhalt:
This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014. The total of 90 revised full papers were carefully reviewed and selected from 217 submissions. The meeting began with 7 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN XIII also included 9 tutorials. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; classifier system, differential evolution and swarm intelligence; coevolution and artificial immune systems; constraint handling; dynamic and uncertain environments; estimation of distribution algorithms and metamodelling; genetic programming; multi-objective optimisation; parallel algorithms and hardware implementations; real world applications; and theory
Anmerkung:
Literaturangaben
,
Adaptation, Self-Adaptation and Parameter TuningClassifier Systems, Differential Evolution and Swarm Intelligence -- Coevolution and Artificial Immune Systems -- Constraint Handling -- Dynamic and Uncertain Environments -- Estimation of Distribution Algorithms and Metamodelling -- Genetic Programming -- Multi-objective Optimisation -- Parallel Algorithms and Hardware Implementations -- Real-World Applications -- Theory.
Weitere Ausg.:
ISBN 9783319107615
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe ISBN 978-331-91076-1-5
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe Parallel problem solving from nature - PPSN XIII Cham [u.a.] : Springer, 2014 ISBN 9783319107615
Sprache:
Englisch
Fachgebiete:
Informatik
Schlagwort(e):
Evolutionsstrategie
;
Genetische Programmierung
;
Evolutionärer Algorithmus
;
Biocomputer
;
Mehrkriterielle Optimierung
;
Konferenzschrift
DOI:
10.1007/978-3-319-10762-2
URL:
Volltext
(lizenzpflichtig)
URL:
Volltext
(lizenzpflichtig)
Mehr zum Autor:
Bartz-Beielstein, Thomas 1966-
Mehr zum Autor:
Branke, Jürgen 1969-
Mehr zum Autor:
Smith, James E. 1964-
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