Genetic Programming

12th European Conference, EuroGP 2009 Tübingen, Germany, April, 15-17, 2009 Proceedings
Buch | Softcover
XIII, 363 Seiten
2009 | 2009
Springer Berlin (Verlag)
978-3-642-01180-1 (ISBN)

Lese- und Medienproben

Genetic Programming -
80,24 inkl. MwSt
This book constitutes the refereed proceedings of the 11th European Conference on Genetic Programming, EuroGP 2009, held in Tübingen, Germany, in April 2009 colocated with the Evo* 2009 events. The 21 revised plenary papers and 9 revised poster papers were carefully reviewed and selected from a total of 57 submissions. A great variety of topics are presented reflecting the current state of research in the field of genetic programming, including the latest work on representations, theory, operators and analysis, feature selection, generalisation, coevolution and numerous applications.

Oral Presentations.- One-Class Genetic Programming.- Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG.- Memory with Memory in Tree-Based Genetic Programming.- On Dynamical Genetic Programming: Random Boolean Networks in Learning Classifier Systems.- Why Coevolution Doesn't "Work": Superiority and Progress in Coevolution.- On Improving Generalisation in Genetic Programming.- Mining Evolving Learning Algorithms.- The Role of Population Size in Rate of Evolution in Genetic Programming.- Genetic Programming Crossover: Does It Cross over?.- Evolution of Search Algorithms Using Graph Structured Program Evolution.- Genetic Programming for Feature Subset Ranking in Binary Classification Problems.- Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing.- Automatic Creation of Taxonomies of Genetic Programming Systems.- Extending Operator Equalisation: Fitness Based Self Adaptive Length Distribution for Bloat Free GP.- Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market.- Exploring Grammatical Evolution for Horse Gait Optimisation.- There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists.- Tree Based Differential Evolution.- A Rigorous Evaluation of Crossover and Mutation in Genetic Programming.- On Crossover Success Rate in Genetic Programming with Offspring Selection.- An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover.- Posters.- Behavioural Diversity and Filtering in GP Navigation Problems.- A Real-Time Evolutionary Object Recognition System.- On the Effectiveness of Evolution Compared to Time-Consuming Full Search of Optimal 6-State Automata.- Semantic Aware Crossover for GeneticProgramming: The Case for Real-Valued Function Regression.- Beneficial Preadaptation in the Evolution of a 2D Agent Control System with Genetic Programming.- Adaptation, Performance and Vapnik-Chervonenkis Dimension of Straight Line Programs.- A Statistical Learning Perspective of Genetic Programming.- Quantum Circuit Synthesis with Adaptive Parameters Control.- Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution.

Erscheint lt. Verlag 2.4.2009
Reihe/Serie Lecture Notes in Computer Science
Theoretical Computer Science and General Issues
Zusatzinfo XIII, 363 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 581 g
Themenwelt Mathematik / Informatik Informatik
Schlagworte Active learning • Adaptive Systems • Algorithm analysis and problem complexity • Coevolution • crossover programming • Evolution • evolutionary algorithms • evolutionary computation • evolutionary optimization • Evolutionary Programming • exaptation • Genetic algorithms • genetic programming • grammatical evolution • Hardcover, Softcover / Informatik, EDV/Informatik • Heuristic Search • Intelligence • IQ • learning rule • Linear genetic programming • Multi-Objective Optimization • one-class classification • preadaptation • programming • Search • self adaptiveness • semantic programming • social heterogeneity • statistical learning theory • Symbolic Regression • tree mining • Turing Machines
ISBN-10 3-642-01180-2 / 3642011802
ISBN-13 978-3-642-01180-1 / 9783642011801
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Wie bewerten Sie den Artikel?
Bitte geben Sie Ihre Bewertung ein:
Bitte geben Sie Daten ein:
Mehr entdecken
aus dem Bereich
den digitalen Office-Notizblock effizient nutzen für PC, Tablet und …

von Philip Kiefer

Buch | Softcover (2023)
Markt + Technik Verlag
9,95
ein Bericht aus Digitalien

von Peter Reichl

Buch (2023)
Muery Salzmann (Verlag)
19,00