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Author EuroGP (Conference) (16th : 2013 : Vienna, Austria)

Title Genetic programming : 16th European Conference, EuroGP 2013, Vienna, Austria, April 3-5, 2013. Proceedings / Krzysztof Krawiec [and others] (eds.)
Published Berlin ; New York : Springer, ©2013

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Description 1 online resource
Series Lecture notes in computer science, 0302-9743 ; 7831
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science ; 7831.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Contents 880-01 Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming.-Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure.-Generation of VNS Components with Grammatical Evolution for Vehicle Routing.-Understanding Expansion Order and Phenotypic Connectivity in [pi]GE.-PhenoGP: Combining Programs to Avoid Code Disruption.-Reducing Wasted Evaluations in Cartesian Genetic Programming.-Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data.-Automated Design of Probability Distributions as Mutation Operators for Evolutionary Programming Using Genetic Programming.-Robustness and Evolvability of Recombination in Linear Genetic Programming.-On the Evolvability of a Hybrid Ant Colony-Cartesian Genetic Programming Methodology.-Discovering Subgroups by Means of Genetic Programming.-Program Optimisation with Dependency Injection.-Searching for Novel Classifiers.-Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming.-Automated Problem Decomposition for the Boolean Domain with Genetic Programming.-A Multi-objective Optimization Energy Approach to Predict the Ligand Conformation in a Docking Process.-Semantic Bias in Program Coevolution.-A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics -- A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification.-Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.-Asynchronous Evaluation Based Genetic Programming: Comparison of Asynchronous and Synchronous Evaluation and Its Analysis.-How Early and with How Little Data? Using Genetic Programming to Evolve Endurance Classifiers for MLC NAND Flash Memory.-Examining the Diversity Property of Semantic Similarity Based Crossover. Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure.-Generation of VNS Components with Grammatical Evolution for Vehicle Routing.-Understanding Expansion Order and Phenotypic Connectivity in [pi]GE.-PhenoGP: Combining Programs to Avoid Code Disruption.-Reducing Wasted Evaluations in Cartesian Genetic Programming.-Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data.-Automated Design of Probability Distributions as Mutation Operators for Evolutionary Programming Using Genetic Programming.-Robustness and Evolvability of Recombination in Linear Genetic Programming.-On the Evolvability of a Hybrid Ant Colony-Cartesian Genetic Programming Methodology.-Discovering Subgroups by Means of Genetic Programming.-Program Optimisation with Dependency Injection.-Searching for Novel Classifiers.-Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming.-Automated Problem Decomposition for the Boolean Domain with Genetic Programming.-A Multi-objective Optimization Energy Approach to Predict the Ligand Conformation in a Docking Process.-Semantic Bias in Program Coevolution.-A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics -- A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification.-Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.-Asynchronous Evaluation Based Genetic Programming: Comparison of Asynchronous and Synchronous Evaluation and Its Analysis.-How Early and with How Little Data? Using Genetic Programming to Evolve Endurance Classifiers for MLC NAND Flash Memory.-Examining the Diversity Property of Semantic Similarity Based Crossover
880-01/(S Oral Presentations. Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming / Alexandros Agapitos, Michael O'Neill, Anthony Brabazon -- Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure / Grant Dick, Peter A. Whigham -- Generation of VNS Components with Grammatical Evolution for Vehicle Routing / John H. Drake, Nikolaos Kililis, Ender Özcan -- Understanding Expansion Order and Phenotypic Connectivity in πGE / David Fagan [and others] -- PhenoGP: Combining Programs to Avoid Code Disruption / Cyril Fonlupt, Denis Robilliard -- Reducing Wasted Evaluations in Cartesian Genetic Programming / Brian W. Goldman, William F. Punch -- Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data / Ivo Gonçalves, Sara Silva -- Automated Design of Probability Distributions as Mutation Operators for Evolutionary Programming Using Genetic Programming / Libin Hong [and others]
Summary This book constitutes the refereed proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, held in Vienna, Austria, in April 2013 co-located with the Evo* 2013 events, EvoMUSART, EvoCOP, EvoBIO, and EvoApplications. The 18 revised full papers presented together with 5 poster papers were carefully reviewed and selected from 47 submissions. The wide range of topics in this volume reflects the current state of research in the field, including different genres of GP (tree-based, linear, grammar-based, Cartesian), theory, novel operators, and applications
Analysis Computer science
Computer software
Artificial intelligence
Algorithm Analysis and Problem Complexity
Computation by Abstract Devices
Computer Applications
Notes International conference proceedings
Includes author index
Subject Genetic programming (Computer science) -- Congresses
Artificial intelligence.
Computer programs.
Computer software.
Artificial Intelligence
Software
artificial intelligence.
software.
Computer software
Computer programs
Artificial intelligence
Genetic programming (Computer science)
Genre/Form proceedings (reports)
Conference papers and proceedings
Software.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Krawiec, Krzysztof.
ISBN 9783642372070
3642372074
Other Titles EuroGP 2013