Genetic Programming [electronic resource] : 7th European Conference, EuroGP 2004, Coimbra, Portugal, April 5-7, 2004. Proceedings / edited by Maarten Keijzer, Una-May O’Reilly, Simon Lucas, Ernesto Costa, Terence Soule.

Contributor(s): Keijzer, Maarten [editor.] | O’Reilly, Una-May [editor.] | Lucas, Simon [editor.] | Costa, Ernesto [editor.] | Soule, Terence [editor.] | SpringerLink (Online service)Material type: TextTextSeries: Lecture Notes in Computer Science ; 3003Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004Description: XI, 412 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540246503Subject(s): Computer science | Computer software | Artificial intelligence | Computer Science | Computation by Abstract Devices | Programming Techniques | Algorithm Analysis and Problem Complexity | Artificial Intelligence (incl. Robotics)Additional physical formats: Printed edition:: No titleDDC classification: 004.0151 LOC classification: QA75.5-76.95Online resources: Click here to access online
Contents:
Papers -- Evaluation of Chess Position by Modular Neural Network Generated by Genetic Algorithm -- Coevolution of Algorithms and Deterministic Solution of Equations in Free Groups -- Designing Optimal Combinational Digital Circuits Using a Multiple Logic Unit Processor -- A Data Structure for Improved GP Analysis via Efficient Computation and Visualisation of Population Measures -- Boosting Technique for Combining Cellular GP Classifiers -- Co-evolving Faults to Improve the Fault Tolerance of Sorting Networks -- Toward an Alternative Comparison between Different Genetic Programming Systems -- Lymphoma Cancer Classification Using Genetic Programming with SNR Features -- A Practical Approach to Evolving Concurrent Programs -- Evolutionary Induction of Grammar Systems for Multi-agent Cooperation -- Genetic Programming Applied to Mixed Integer Programming -- Efficient Crossover in the GAuGE System -- Grammatical Evolution by Grammatical Evolution: The Evolution of Grammar and Genetic Code -- Constrained Molecular Dynamics as a Search and Optimization Tool -- On the Performance of Genetic Operators and the Random Key Representation -- Analysis of GP Improvement Techniques over the Real-World Inverse Problem of Ocean Color -- Evolution and Acquisition of Modules in Cartesian Genetic Programming -- How to Choose Appropriate Function Sets for Gentic Programming -- Improving Grammar-Based Evolutionary Algorithms via Attributed Derivation Trees -- Posters -- Evolved Matrix Operations for Post-processing Protein Secondary Structure Predictions -- Genetic Programming for Natural Language Parsing -- Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks -- An Evolutionary Algorithm for the Input-Output Block Assignment Problem -- Genetic Programming for Subjective Fitness Function Identification -- Saving Effort in Parallel GP by Means of Plagues -- Sampling of Unique Structures and Behaviours in Genetic Programming -- The Evolution of Concurrent Control Software Using Genetic Programming -- Extending Grammatical Evolution to Evolve Digital Surfaces with Genr8 -- Evolving Text Classifiers with Genetic Programming -- Automatic Synthesis of Instruction Decode Logic by Genetic Programming -- Alternatives in Subtree Caching for Genetic Programming -- Structural Risk Minimization on Decision Trees Using an Evolutionary Multiobjective Optimization -- Global Distributed Evolution of L-Systems Fractals -- Reusing Code in Genetic Programming -- Exploiting Reflection in Object Oriented Genetic Programming -- Evolutionary Feature Construction Using Information Gain and Gini Index -- On the Evolution of Evolutionary Algorithms -- Genetic Programming with Gradient Descent Search for Multiclass Object Classification.
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Papers -- Evaluation of Chess Position by Modular Neural Network Generated by Genetic Algorithm -- Coevolution of Algorithms and Deterministic Solution of Equations in Free Groups -- Designing Optimal Combinational Digital Circuits Using a Multiple Logic Unit Processor -- A Data Structure for Improved GP Analysis via Efficient Computation and Visualisation of Population Measures -- Boosting Technique for Combining Cellular GP Classifiers -- Co-evolving Faults to Improve the Fault Tolerance of Sorting Networks -- Toward an Alternative Comparison between Different Genetic Programming Systems -- Lymphoma Cancer Classification Using Genetic Programming with SNR Features -- A Practical Approach to Evolving Concurrent Programs -- Evolutionary Induction of Grammar Systems for Multi-agent Cooperation -- Genetic Programming Applied to Mixed Integer Programming -- Efficient Crossover in the GAuGE System -- Grammatical Evolution by Grammatical Evolution: The Evolution of Grammar and Genetic Code -- Constrained Molecular Dynamics as a Search and Optimization Tool -- On the Performance of Genetic Operators and the Random Key Representation -- Analysis of GP Improvement Techniques over the Real-World Inverse Problem of Ocean Color -- Evolution and Acquisition of Modules in Cartesian Genetic Programming -- How to Choose Appropriate Function Sets for Gentic Programming -- Improving Grammar-Based Evolutionary Algorithms via Attributed Derivation Trees -- Posters -- Evolved Matrix Operations for Post-processing Protein Secondary Structure Predictions -- Genetic Programming for Natural Language Parsing -- Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks -- An Evolutionary Algorithm for the Input-Output Block Assignment Problem -- Genetic Programming for Subjective Fitness Function Identification -- Saving Effort in Parallel GP by Means of Plagues -- Sampling of Unique Structures and Behaviours in Genetic Programming -- The Evolution of Concurrent Control Software Using Genetic Programming -- Extending Grammatical Evolution to Evolve Digital Surfaces with Genr8 -- Evolving Text Classifiers with Genetic Programming -- Automatic Synthesis of Instruction Decode Logic by Genetic Programming -- Alternatives in Subtree Caching for Genetic Programming -- Structural Risk Minimization on Decision Trees Using an Evolutionary Multiobjective Optimization -- Global Distributed Evolution of L-Systems Fractals -- Reusing Code in Genetic Programming -- Exploiting Reflection in Object Oriented Genetic Programming -- Evolutionary Feature Construction Using Information Gain and Gini Index -- On the Evolution of Evolutionary Algorithms -- Genetic Programming with Gradient Descent Search for Multiclass Object Classification.

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