The Resource Simulated evolution and learning : 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings, Lam Thu Bui ... [et al.] (eds.), (electronic resource)

Simulated evolution and learning : 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings, Lam Thu Bui ... [et al.] (eds.), (electronic resource)

Label
Simulated evolution and learning : 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings
Title
Simulated evolution and learning
Title remainder
9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings
Statement of responsibility
Lam Thu Bui ... [et al.] (eds.)
Title variation
SEAL 2012
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
This volume constitutes the proceedings of the 9th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Hanoi, Vietnam, in December 2012. The 50 full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on evolutionary algorithms, theoretical developments, swarm intelligence, data mining, learning methodologies, and real-world applications
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA76.618
LC item number
.S43 2012
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2012
http://bibfra.me/vocab/lite/meetingName
SEAL 2012
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Bui, Lam Thu
Series statement
Lecture Notes in Computer Science,
Series volume
7673
http://library.link/vocab/subjectName
  • Evolutionary programming (Computer science)
  • Evolutionary computation
  • Machine learning
  • Evolutionary computation
  • Evolutionary programming (Computer science)
  • Machine learning
  • Informatique
Label
Simulated evolution and learning : 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings, Lam Thu Bui ... [et al.] (eds.), (electronic resource)
Instantiates
Publication
Note
International conference proceedings
Antecedent source
mixed
Bibliography note
Includes bibliographical references and author index
Color
not applicable
Contents
The Influence of the Number of Initial Feasible Solutions on the Performance of an Evolutionary Optimization Algorithm -- Concurrent Differential Evolution Based on Generational Model for Multi-core CPUs -- Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection -- An Evolutionary Algorithm for the Over-constrained Airport Baggage Sorting Station Assignment Problem -- HEMH2: An Improved Hybrid Evolutionary Metaheuristics for 0/1 Multiobjective Knapsack Problems Guided Reproduction in Differential Evolution -- A Study of Breakout Local Search for the Minimum Sum ColoringProblem -- XCS with Adaptive Action Mapping -- DEAL: A Direction-Guided Evolutionary Algorithm -- Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems -- Evolution of Intrinsic Motives in Multi-agent Simulations -- A Hybrid Particle Swarm Optimization Approach to Bernoulli Mixture Models -- An Agent-Based Model for Simulation of Traffic Network Status -- Self-Adaptive Particle Swarm Optimization -- Evaporation Mechanisms for Particle Swarm Optimization -- The Performance and Sensitivity of the Parameters Setting on the Best-so-far ABC -- Incremental Spatial Clustering in Data Mining Using Genetic Algorithm and R-Tree -- Personalized Email Recommender System Based on User Actions -- Emergent Self Organizing Maps for Text Cluster Visualization by Incorporating Ontology Based Descriptors -- Online Handwriting Recognition Using Multi Convolution Neural Networks -- Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming -- Solving Graph Coloring Problem by Fuzzy Clustering-Based Genetic Algorithm -- Efficient Neuroevolution for a Quadruped Robot -- Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps -- Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem -- Where Should We Stop? An Investigation on Early Stopping for GP Learning -- From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations -- Learning Rule for TSK Fuzzy Logic Systems Using Interval Type-2 Fuzzy Subtractive Clustering -- Constrained Layout Optimization in Satellite Cabin Using a Multiagent Genetic Algorithm -- A Multi-Objective Approach for Master’s Thesis Committees Scheduling Using DMEA -- Coupler-Curve Synthesis of a Planar Four-Bar Mechanism Using NSGA-II -- Interactive GA Flock Brush for Non-Photorealistic Rendering -- Generating Diverse Behaviors of Evolutionary Robots with Speciation for Theory of Mind -- Improving Gender Recognition Using Genetic Algorithms
Dimensions
unknown
Extent
1 online resource (xiii, 512 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642348594
Level of compression
uncompressed
Other control number
10.1007/978-3-642-34859-4
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)822978258
  • (OCoLC)ocn822978258
Label
Simulated evolution and learning : 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012 : proceedings, Lam Thu Bui ... [et al.] (eds.), (electronic resource)
Publication
Note
International conference proceedings
Antecedent source
mixed
Bibliography note
Includes bibliographical references and author index
Color
not applicable
Contents
The Influence of the Number of Initial Feasible Solutions on the Performance of an Evolutionary Optimization Algorithm -- Concurrent Differential Evolution Based on Generational Model for Multi-core CPUs -- Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection -- An Evolutionary Algorithm for the Over-constrained Airport Baggage Sorting Station Assignment Problem -- HEMH2: An Improved Hybrid Evolutionary Metaheuristics for 0/1 Multiobjective Knapsack Problems Guided Reproduction in Differential Evolution -- A Study of Breakout Local Search for the Minimum Sum ColoringProblem -- XCS with Adaptive Action Mapping -- DEAL: A Direction-Guided Evolutionary Algorithm -- Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems -- Evolution of Intrinsic Motives in Multi-agent Simulations -- A Hybrid Particle Swarm Optimization Approach to Bernoulli Mixture Models -- An Agent-Based Model for Simulation of Traffic Network Status -- Self-Adaptive Particle Swarm Optimization -- Evaporation Mechanisms for Particle Swarm Optimization -- The Performance and Sensitivity of the Parameters Setting on the Best-so-far ABC -- Incremental Spatial Clustering in Data Mining Using Genetic Algorithm and R-Tree -- Personalized Email Recommender System Based on User Actions -- Emergent Self Organizing Maps for Text Cluster Visualization by Incorporating Ontology Based Descriptors -- Online Handwriting Recognition Using Multi Convolution Neural Networks -- Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming -- Solving Graph Coloring Problem by Fuzzy Clustering-Based Genetic Algorithm -- Efficient Neuroevolution for a Quadruped Robot -- Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps -- Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem -- Where Should We Stop? An Investigation on Early Stopping for GP Learning -- From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations -- Learning Rule for TSK Fuzzy Logic Systems Using Interval Type-2 Fuzzy Subtractive Clustering -- Constrained Layout Optimization in Satellite Cabin Using a Multiagent Genetic Algorithm -- A Multi-Objective Approach for Master’s Thesis Committees Scheduling Using DMEA -- Coupler-Curve Synthesis of a Planar Four-Bar Mechanism Using NSGA-II -- Interactive GA Flock Brush for Non-Photorealistic Rendering -- Generating Diverse Behaviors of Evolutionary Robots with Speciation for Theory of Mind -- Improving Gender Recognition Using Genetic Algorithms
Dimensions
unknown
Extent
1 online resource (xiii, 512 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642348594
Level of compression
uncompressed
Other control number
10.1007/978-3-642-34859-4
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)822978258
  • (OCoLC)ocn822978258

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