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Über dieses Buch

This book constitutes selected best papers from the 10th International Conference on Artificial Evolution, EA 2011, held in Angers, France, in October 2011. Initially, 33 full papers and 10 post papers were carefully reviewed and selected from 64 submissions. This book presents the 19 best papers selected from these contributions. The papers are organized in topical sections on ant colony optimization; multi-objective optimization; analysis; implementation and robotics; combinatorial optimization; learning and parameter tuning; new nature inspired models; probabilistic algorithms; theory and evolutionary search; and applications.

Inhaltsverzeichnis

Frontmatter

Ant Colony Optimization

2012 | OriginalPaper | Buchkapitel

An Immigrants Scheme Based on Environmental Information for Ant Colony Optimization for the Dynamic Travelling Salesman Problem

Michalis Mavrovouniotis, Shengxiang Yang

Multi-Objective Optimization

2012 | OriginalPaper | Buchkapitel

A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization

Alan Díaz-Manríquez, Gregorio Toscano-Pulido, Ricardo Landa-Becerra

2012 | OriginalPaper | Buchkapitel

The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators

Viviane Grunert da Fonseca, Carlos M. Fonseca

Analysis

2012 | OriginalPaper | Buchkapitel

A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize

Marc Schoenauer, Fabien Teytaud, Olivier Teytaud

2012 | OriginalPaper | Buchkapitel

Local Optima Networks with Escape Edges

Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini

2012 | OriginalPaper | Buchkapitel

Visual Analysis of Population Scatterplots

Evelyne Lutton, Julie Foucquier, Nathalie Perrot, Jean Louchet, Jean-Daniel Fekete

Implementation and Robotics

2012 | OriginalPaper | Buchkapitel

An On-Line On-Board Distributed Algorithm for Evolutionary Robotics

Robert-Jan Huijsman, Evert Haasdijk, A. E. Eiben

2012 | OriginalPaper | Buchkapitel

Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm

Doğan Aydın, Tianjun Liao, Marco A. Montes de Oca, Thomas Stützle

2012 | OriginalPaper | Buchkapitel

Two Ports of a Full Evolutionary Algorithm onto GPGPU

Ogier Maitre, Nicolas Lachiche, Pierre Collet

Combinatorial Optimization

2012 | OriginalPaper | Buchkapitel

A Multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers

Denis Robilliard, Cyril Fonlupt, Virginie Marion-Poty, Amine Boumaza

2012 | OriginalPaper | Buchkapitel

An Improved Memetic Algorithm for the Antibandwidth Problem

Eduardo Rodriguez-Tello, Luis Carlos Betancourt

Learning and Parameter Tuning

2012 | OriginalPaper | Buchkapitel

Adaptive Play in a Pollution Bargaining Game

Vincent van der Goes

2012 | OriginalPaper | Buchkapitel

Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning

Mátyás Brendel, Marc Schoenauer

New Nature Inspired Models

2012 | OriginalPaper | Buchkapitel

A Model Based on Biological Invasions for Island Evolutionary Algorithms

Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino

2012 | OriginalPaper | Buchkapitel

A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme

Jorge Sebastian Hernández-Domínguez, Gregorio Toscano-Pulido, Carlos A. Coello Coello

Probabilistic Algorithms

2012 | OriginalPaper | Buchkapitel

Evolution of Multisensory Integration in Large Neural Fields

Benjamin Inden, Yaochu Jin, Robert Haschke, Helge Ritter

2012 | OriginalPaper | Buchkapitel

Reducing the Learning Time of Tetris in Evolution Strategies

Amine Boumaza

Theory and Evolutionary Search

2012 | OriginalPaper | Buchkapitel

Black-Box Complexity: Breaking the O(n logn) Barrier of LeadingOnes

Benjamin Doerr, Carola Winzen

Applications

2012 | OriginalPaper | Buchkapitel

Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems

Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui

Backmatter

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