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Produktbild: Genetic and Evolutionary Computation — GECCO 2004
Band 3103

Genetic and Evolutionary Computation — GECCO 2004 Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26–30, 2004 Proceedings, Part II

Aus der Reihe Lecture Notes in Computer Science

49,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Set mit diversen Artikeln

Erscheinungsdatum

12.10.2004

Herausgeber

Riccardo Poli + weitere

Verlag

Springer Berlin

Seitenzahl

1448

Maße (L/B/H)

23,5/15,5/8,3 cm

Gewicht

2344 g

Auflage

2004

Sprache

Englisch

ISBN

978-3-540-22343-6

Beschreibung

Produktdetails

Einband

Set mit diversen Artikeln

Erscheinungsdatum

12.10.2004

Herausgeber

Verlag

Springer Berlin

Seitenzahl

1448

Maße (L/B/H)

23,5/15,5/8,3 cm

Gewicht

2344 g

Auflage

2004

Sprache

Englisch

ISBN

978-3-540-22343-6

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Genetic and Evolutionary Computation — GECCO 2004
  • Genetic Algorithms (Continued).- PID Controller Tuning for Stable and Unstable Processes Applying GA.- Dynamic Uniform Scaling for Multiobjective Genetic Algorithms.- Parameter-Less Hierarchical BOA.- Computational Complexity and Simulation of Rare Events of Ising Spin Glasses.- Fitness Inheritance in the Bayesian Optimization Algorithm.- Limit Cycle Prediction in Multivariable Nonlinear Systems Using Genetic Algorithms.- Evolving Reusable Neural Modules.- How Are We Doing? Predicting Evolutionary Algorithm Performance.- of a New Selection Parameter in Genetic Algorithm for Constrained Reliability Design Problems.- Improving the Performance of a Genetic Algorithm Using a Variable-Reordering Algorithm.- Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods.- Let’s Get Ready to Rumble: Crossover Versus Mutation Head to Head.- Classification with Scaled Genetic Algorithms in a Coevolutionary Setting.- New Epistasis Measures for Detecting Independently Optimizable Partitions of Variables.- Clustering with Niching Genetic K-means Algorithm.- A Comparison of Genetic Programming and Genetic Algorithms in the Design of a Robust, Saturated Control System.- Upper Bounds on the Time and Space Complexity of Optimizing Additively Separable Functions.- Winnowing Wheat from Chaff: The Chunking GA.- An Effective Chromosome Representation for Evolving Flexible Job Shop Schedules.- Linkage Identification by Nonlinearity Check for Real-Coded Genetic Algorithms.- Population-Based Iterated Local Search: Restricting Neighborhood Search by Crossover.- Modeling Dependencies of Loci with String Classification According to Fitness Differences.- The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees.- A Gene Based Adaptive Mutation Strategy for Genetic Algorithms.- Subthreshold-Seeking Behavior and Robust Local Search.- Ruffled by Ridges: How Evolutionary Algorithms Can Fail.- Non-stationary Subtasks Can Improve Diversity in Stationary Tasks.- The Shifting Balance Genetic Algorithm as More than Just Another Island Model GA.- Bistability of the Needle Function in the Presence of Truncation Selection.- An Estimation of Distribution Algorithm Based on Maximum Entropy.- Dependency Structure Matrix Analysis: Offline Utility of the Dependency Structure Matrix Genetic Algorithm.- Toward an Understanding of the Quality and Efficiency of Model Building for Genetic Algorithms.- Genetic Algorithms – Posters.- Sexual and Asexual Paradigms in Evolution: The Implications for Genetic Algorithms.- Mutation Rates in the Context of Hybrid Genetic Algorithms.- Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms.- Comparative Molecular Binding Energy Analysis of HIV-1 Protease Inhibitors Using Genetic Algorithm-Based Partial Least Squares Method.- Controlled Content Crossover: A New Crossover Scheme and Its Application to Optical Network Component Allocation Problem.- Efficient and Reliable Evolutionary Multiobjective Optimization Using ?-Dominance Archiving and Adaptive Population Sizing.- Heuristic Methods for Solving Euclidean Non-uniform Steiner Tree Problems.- Automating Evolutionary Art in the Style of Mondrian.- Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms.- Neural Network Normalization for Genetic Search.- Distance Measures in Genetic Algorithms.- Analysis of a Parallel MOEA Solving the Multi-objective Quadratic Assignment Problem.- Evolving Features in Neural Networks for System Identification.- A Bio-inspired Genetic Algorithm with a Self-Organizing Genome: The RBF-Gene Model.- Evolving Spike-Train Processors.- A Philosophical Essay on Life and Its Connections with Genetic Algorithms.- An Architecture for Massive Parallelization of the Compact Genetic Algorithm.- An Evolutionary Technique for Multicriterial Optimization Based on Endocrine Paradigm.- Evolving Golomb Rulers.- Populating Genomes in a Dynamic Grid.- Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm.- Genetic Programming.- A Demonstration of Neural Programming Applied to Non-Markovian Problems.- Evolving En-Route Caching Strategies for the Internet.- Grammatical Constant Creation.- Memetic Crossover for Genetic Programming: Evolution Through Imitation.- Virtual Ramping of Genetic Programming Populations.- Evolving Local Search Heuristics for SAT Using Genetic Programming.- Shortcomings with Tree-Structured Edge Encodings for Neural Networks.- Adapting Representation in Genetic Programming.- A Descriptive Encoding Language for Evolving Modular Neural Networks.- Run Transferable Libraries — Learning Functional Bias in Problem Domains.- Using Genetic Programming to Obtain a Closed-Form Approximation to a Recursive Function.- Comparison of Selection Strategies for Evolutionary Quantum Circuit Design.- Evolving Quantum Circuits and Programs Through Genetic Programming.- On Multi-class Classification by Way of Niching.- On the Strength of Size Limits in Linear Genetic Programming.- Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators.- ?Grammatical Evolution.- Alternative Bloat Control Methods.- Robotic Control Using Hierarchical Genetic Programming.- A Competitive Building Block Hypothesis.- Dynamic Limits for Bloat Control.- On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems.- Fitness Clouds and Problem Hardness in Genetic Programming.- Genetic Programming – Posters.- Improving Generalisation Performance Through Multiobjective Parsimony Enforcement.- Using GP to Model Contextual Human Behavior.- A Comparison of Hybrid Incremental Reuse Strategies for Reinforcement Learning in Genetic Programming.- Humanoid Robot Programming Based on CBR Augmented GP.- Genetic Network Programming with Reinforcement Learning and Its Performance Evaluation.- Multi-agent Cooperation Using Genetic Network Programming with Automatically Defined Groups.- Chemical Genetic Programming – Coevolution Between Genotypic Strings and Phenotypic Trees.- A Study of the Role of Single Node Mutation in Genetic Programming.- Multi-branches Genetic Programming as a Tool for Function Approximation.- Hierarchical Breeding Control for Efficient Topology/Parameter Evolution.- Keeping the Diversity with Small Populations Using Logic-Based Genetic Programming.- Learning Classifier Systems.- Analysis and Improvements of the Adaptive Discretization Intervals Knowledge Representation.- Bounding Learning Time in XCS.- Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems.- System Level Hardware–Software Design Exploration with XCS.- Parameter Adaptation within Co-adaptive Learning Classifier Systems.- High Classification Accuracy Does Not Imply Effective Genetic Search.- Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS.- Improving MACS Thanks to a Comparison with 2TBNs.- Classifier Systems for Continuous Payoff Environments.- Learning Classifier Systems – Poster.- Confidence and Support Classification Using Genetically Programmed Neural Logic Networks.- Real World Applications.- An Evolutionary Constraint Satisfaction Solution for Over the Cell Channel Routing.- Solution to the Fixed Airbase Problem for Autonomous URAV Site Visitation Sequencing.- Inflight Rerouting for an Unmanned Aerial Vehicle.- Memetic Optimization of Video Chain Designs.- A Broad and Narrow Approach to Interactive Evolutionary Design – An Aircraft Design Example.- Feature Synthesis Using Genetic Programming for Face Expression Recognition.- An Enhanced Genetic Algorithm for DNA Sequencing by Hybridization with Positive and Negative Errors.- Unveiling Optimal Operating Conditions for an Epoxy Polymerization Process Using Multi-objective Evolutionary Computation.- Efficient Clustering-Based Genetic Algorithms in Chemical Kinetic Modelling.- An Informed Operator Based Genetic Algorithm for Tuning the Reaction Rate Parameters of Chemical Kinetics Mechanisms.- Transfer of Neuroevolved Controllers in Unstable Domains.- Evolving Wavelets Using a Coevolutionary Genetic Algorithm and Lifting.- Optimization of Constructive Solid Geometry Via a Tree-Based Multi-objective Genetic Algorithm.- Co-evolutionary Agent Self-Organization for City Traffic Congestion Modeling.- Validating a Model of Colon Colouration Using an Evolution Strategy with Adaptive Approximations.- Evolution-Based Deliberative Planning for Cooperating Unmanned Ground Vehicles in a Dynamic Environment.- Optimized Design of MEMS by Evolutionary Multi-objective Optimization with Interactive Evolutionary Computation.- Hybrid Genetic Algorithms for Multi-Objective Optimisation of Water Distribution Networks.- A Hybrid Genetic Approach for Circuit Bipartitioning.- Lagrange Multiplier Method for Multi-campaign Assignment Problem.- Biomass Inferential Sensor Based on Ensemble of Models Generated by Genetic Programming.- CellNet Co-Ev: Evolving Better Pattern Recognizers Using Competitive Co-evolution.- Evolutionary Ensemble for Stock Prediction.- Discovery of Human-Competitive Image Texture Feature Extraction Programs Using Genetic Programming.- Evolutionary Drug Scheduling Model for Cancer Chemotherapy.- An Island-Based GA Implementation for VLSI Standard-Cell Placement.- Exploratory Data Analysis with Interactive Evolution.- Designing Multiplicative General Parameter Filters Using Adaptive Genetic Algorithms.- Reducing the Cost of the Hybrid Evolutionary Algorithm with Image Local Response in Electronic Imaging.- The Lens Design Using the CMA-ES Algorithm.- Automatic Synthesis of an 802.11a Wireless LAN Antenna Using Genetic Programming.- A Generic Network Design for a Closed-Loop Supply Chain Using Genetic Algorithm.- Evolving a Roving Eye for Go.- Comparing Discrete and Continuous Genotypes on the Constrained Portfolio Selection Problem.- Learning Environment for Life Time Value Calculation of Customers in Insurance Domain.- Multiple Species Weighted Voting – A Genetics-Based Machine Learning System.- Object Oriented Design and Implementation of a General Evolutionary Algorithm.- Generating Multiaxis Tool Paths for Die and Mold Making with Evolutionary Algorithms.- Real World Applications – Posters.- Tackling an Inverse Problem from the Petroleum Industry with a Genetic Algorithm for Sampling.- A Genetic Approach for Generating Good Linear Block Error-Correcting Codes.- Genetic Fuzzy Discretization for Classification Problems.- A Genetic Algorithm for the Shortest Common Superstring Problem.- A Genetic Algorithm to Improve Agent-Oriented Natural Language Interpreters.- Optimization of Gaussian Mixture Model Parameters for Speaker Identification.- Network Intrusion Detection Using Genetic Clustering.- Enhanced Innovation: A Fusion of Chance Discovery and Evolutionary Computation to Foster Creative Processes and Decision Making.- Development of a Genetic Algorithm for Optimization of Nanoalloys.- Empirical Performance Evaluation of a Parameter-Free GA for JSSP.- A Caching Genetic Algorithm for Spectral Breakpoint Matching.- Multi-agent Simulation of Airline Travel Markets.- Improved Niching and Encoding Strategies for Clustering Noisy Data Sets.- A Multi-objective Approach to Configuring Embedded System Architectures.- Achieving Shorter Search Times in Voice Conversion Using Interactive Evolution.- Predicting Healthcare Costs Using Classifiers.- Generating Compact Rough Cluster Descriptions Using an Evolutionary Algorithm.- An Evolutionary Meta Hierarchical Scheduler for the Linux Operating System.- An Evolutionary Algorithm for Parameters Identification in Parabolic Systems.- Search-Based Software Engineering.- How to Overcome the Equivalent Mutant Problem and Achieve Tailored Selective Mutation Using Co-evolution.- Evaluating Evolutionary Testability with Software-Measurements.- Hybridizing Evolutionary Testing with the Chaining Approach.- Using Interconnection Style Rules to Infer Software Architecture Relations.- Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm.- Evaluation of Different Fitness Functions for the Evolutionary Testing of an Autonomous Parking System.- Search Based Automatic Test-Data Generation at an Architectural Level.- Search-Based Software Engineering – Posters.- Search-Based Techniques for Optimizing Software Project Resource Allocation.- Applying Evolutionary Testing to Search for Critical Defects.- Input Sequence Generation for Testing of Communicating Finite State Machines (CFSMs).- TDSGen: An Environment Based on Hybrid Genetic Algorithms for Generation of Test Data.