000 08583nam a22006855i 4500
001 978-3-540-89694-4
003 DE-He213
005 20160624102125.0
007 cr nn 008mamaa
008 100301s2008 gw | s |||| 0|eng d
020 _a9783540896944
_9978-3-540-89694-4
024 7 _a10.1007/978-3-540-89694-4
_2doi
050 4 _aQA75.5-76.95
072 7 _aUYZG
_2bicssc
072 7 _aCOM037000
_2bisacsh
082 0 4 _a004.0151
_223
245 1 0 _aSimulated Evolution and Learning
_h[electronic resource] :
_b7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings /
_cedited by Xiaodong Li, Michael Kirley, Mengjie Zhang, David Green, Vic Ciesielski, Hussein Abbass, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, Kay Chen Tan, Jürgen Branke, Yuhui Shi.
260 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2008.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2008.
300 _aXVI, 658 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v5361
505 0 _aEvolutionary Learning -- Modelling Behaviour Cycles for Life-Long Learning in Motivated Agents -- Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network -- A New Approach to Adapting Control Parameters in Differential Evolution Algorithm -- A Novel Genetic Algorithm with Orthogonal Prediction for Global Numerical Optimization -- Phylogeny Inference Using a Multi-objective Evolutionary Algorithm with Indirect Representation -- Evolved Look-Up Tables for Simulated DNA Controlled Robots -- Multi-objective Improvement of Software Using Co-evolution and Smart Seeding -- Policy Evolution with Grammatical Evolution -- A PSO Based Adaboost Approach to Object Detection -- Adaptive Non-uniform Distribution of Quantum Particles in mQSO -- Genetically Evolved Fuzzy Rule-Based Classifiers and Application to Automotive Classification -- Improving XCS Performance by Distribution -- Evolving an Ensemble of Neural Networks Using Artificial Immune Systems -- Improving the Performance and Scalability of Differential Evolution -- A Fuzzy-GA Decision Support System for Enhancing Postponement Strategies in Supply Chain Management -- Evolutionary Optimisation -- Solving the Delay-Constrained Capacitated Minimum Spanning Tree Problem Using a Dandelion-Encoded Evolutionary Algorithm -- Generalized Extremal Optimization for Solving Multiprocessor Task Scheduling Problem -- Improving NSGA-II Algorithm Based on Minimum Spanning Tree -- An Island Based Hybrid Evolutionary Algorithm for Optimization -- A Particle Swarm Optimization Based Algorithm for Fuzzy Bilevel Decision Making with Objective-Shared Followers -- Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach -- Genetic Algorithm Based Methods for Identification of Health Risk Factors Aimed at Preventing Metabolic Syndrome -- Extremal Optimisation and Bin Packing -- Extremal Optimisation with a Penalty Approach for the Multidimensional Knapsack Problem -- A Generator for Multimodal Test Functions with Multiple Global Optima -- Choosing Leaders for Multi-objective PSO Algorithms Using Differential Evolution -- Comparison between Genetic Algorithm and Genetic Programming Performance for Photomosaic Generation -- Parameter Tuning of Real-Valued Crossover Operators for Statistics Preservation -- Hybrid Particle Swarm Optimization Based on Thermodynamic Mechanism -- Multiagent Evolutionary Algorithm for T-coloring Problem -- Non-photorealistic Rendering Using Genetic Programming -- Use of Local Ranking in Cellular Genetic Algorithms with Two Neighborhood Structures -- Information Theoretic Classification of Problems for Metaheuristics -- Task Decomposition for Optimization Problem Solving -- Discussion of Search Strategy for Multi-objective Genetic Algorithm with Consideration of Accuracy and Broadness of Pareto Optimal Solutions -- Discussion of Offspring Generation Method for Interactive Genetic Algorithms with Consideration of Multimodal Preference -- Solving Very Difficult Japanese Puzzles with a Hybrid Evolutionary-Logic Algorithm -- Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Simulated Annealing -- General Game Playing with Ants -- A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization -- A Study on the Performance of Substitute Distance Based Approaches for Evolutionary Many Objective Optimization -- Performance Evaluation of an Adaptive Ant Colony Optimization Applied to Single Machine Scheduling -- Robust Optimization by ?-Ranking on High Dimensional Objective Spaces -- An Evolutionary Method for Natural Language to SQL Translation -- Attributes of Dynamic Combinatorial Optimisation -- A Weighted Local Sharing Technique for Multimodal Optimisation -- Hybrid Learning -- Hybrid Genetic Programming for Optimal Approximation of High Order and Sparse Linear Systems -- Genetic Vector Quantizer Design on Reconfigurable Hardware -- Pattern Learning and Decision Making in a Photovoltaic System -- Using Numerical Simplification to Control Bloat in Genetic Programming -- Horn Query Learning with Multiple Refinement -- Evolving Digital Circuits in an Industry Standard Hardware Description Language -- Parameterised Indexed FOR-Loops in Genetic Programming and Regular Binary Pattern Strings -- Hierarchical Fuzzy Control for the Inverted Pendulum over the Set of Initial Conditions -- Genetic Programming for Feature Ranking in Classification Problems -- Time Series Prediction with Evolved, Composite Echo State Networks -- Adaptive Systems -- Genetic Synthesis of Software Architecture -- Dual Phase Evolution and Self-organisation in Networks -- Heterogeneous Payoffs and Social Diversity in the Spatial Prisoner’s Dilemma game -- Theoretical Issues in Evolutionary Computation -- Crossover Can Be Constructive When Computing Unique Input Output Sequences -- Real-World Applications of Evolutionary Computation Techniques -- Power Electronic Circuits Design: A Particle Swarm Optimization Approach -- Computational Intelligence in Radio Astronomy: Using Computational Intelligence Techniques to Tune Geodesy Models -- An Efficient Hybrid Algorithm for Optimization of Discrete Structures -- Evolutionary Multi-Objective Optimization for Biped Walking -- A Method for Assigning Men and Women with Good Affinity to Matchmaking Parties through Interactive Evolutionary Computation.
520 _aThis volume constitutes the proceedings of the 7th International Conference on Simulated Evolution and Learning, SEAL 2008, held in Melbourne, Australia, during December 7-10, 2008. The 65 papers presented were carefully reviewed and selected from 140 submissions. The topics covered are evolutionary learning; evolutionary optimisation; hybrid learning; adaptive systems; theoretical issues in evolutionary computation; and real-world applications of evolutionary computation techniques.
650 0 _aComputer science.
650 0 _aComputational complexity.
650 0 _aArtificial intelligence.
650 0 _aComputer simulation.
650 0 _aSocial sciences
_xData processing.
650 1 4 _aComputer Science.
650 2 4 _aComputation by Abstract Devices.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aSimulation and Modeling.
650 2 4 _aUser Interfaces and Human Computer Interaction.
650 2 4 _aDiscrete Mathematics in Computer Science.
650 2 4 _aComputer Appl. in Social and Behavioral Sciences.
700 1 _aLi, Xiaodong.
_eeditor.
700 1 _aKirley, Michael.
_eeditor.
700 1 _aZhang, Mengjie.
_eeditor.
700 1 _aGreen, David.
_eeditor.
700 1 _aCiesielski, Vic.
_eeditor.
700 1 _aAbbass, Hussein.
_eeditor.
700 1 _aMichalewicz, Zbigniew.
_eeditor.
700 1 _aHendtlass, Tim.
_eeditor.
700 1 _aDeb, Kalyanmoy.
_eeditor.
700 1 _aTan, Kay Chen.
_eeditor.
700 1 _aBranke, Jürgen.
_eeditor.
700 1 _aShi, Yuhui.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540896937
786 _dSpringer
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v5361
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-540-89694-4
942 _2EBK8328
_cEBK
999 _c37622
_d37622