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9783540875260

Ant Colony Optimization and Swarm Intelligence: 6th International Conference, Ants 2008, Brussels, Belgium, September 22-24, 2008, Proceedings

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  • ISBN13:

    9783540875260

  • ISBN10:

    3540875263

  • Format: Paperback
  • Copyright: 2008-10-31
  • Publisher: Springer-Verlag New York Inc
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List Price: $119.00

Summary

This book constitutes the refereed proceedings of the 6th International Workshop on Ant Colony Optimization and Swarm Intelligence, ANTS 2008, held in Brussels, Belgium, in September 2008.The 17 revised full papers, 24 revised short papers, and 10 extended abstracts presented were carefully reviewed and selected from 91 submissions. The papers cover theoretical and foundational aspects of computational intelligence and related disciplines with special focus on swarm intelligence and are devoted to behavioral models of social insects and new algorithmic approaches, empirical and theoretical research in swarm intelligence, applications such as ant colony optimization or particle swarm optimization, and theoretical and experimental research in swarm robotics systems.

Table of Contents

A Combined Ant Colony and Differential Evolution Feature Selection Algorithmp. 1
An Improved ACO Based Plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptionsp. 13
Ant Colony Optimization for Energy-Efficient Broadcasting in Ad-Hoc Networksp. 25
Ant Colony Optimization for Genome-Wide Genetic Analysisp. 37
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributesp. 48
Finding Minimum Spanning/Distances Trees by Using River Formation Dynamicsp. 60
Gathering Multiple Robotic Agents with Crude Distance Sensing Capabilitiesp. 72
Integration of ACO in a Constraint Programming Languagep. 84
Learning from House-Hunting Ants: Collective Decision-Making in Organic Computing Systemsp. 96
Modeling Phase Transition in Self-organized Mobile Robot Flocksp. 108
Molecular Structure Elucidation Using Ant Colony Optimization: A Preliminary Studyp. 120
Rigorous Analyses for the Combination of Ant Colony Optimization and Local Searchp. 132
Simple Dynamic Particle Swarms without Velocityp. 144
Swarming in a Virtual World: A PSO Approach to Virtual Camera Compositionp. 155
The Binary Bridge Selection Problem: Stochastic Approximations and the Convergence of a Learning Algorithmp. 167
Two-Level ACO for Haplotype Inference Under Pure Parsimonyp. 179
What Hides in Dimension X? A Quest for Visualizing Particle Swarmsp. 191
A Dynamic Swarm for Visual Location Trackingp. 203
A Simulation Study of Routing Performance in Realistic Urban Scenarios for MANETsp. 211
ACO-Based Scheduling of Parallel Batch Processing Machines with Incompatible Job Families to Minimize Total Weighted Tardinessp. 219
Adaptive Particle Swarm Optimizationp. 227
Ant Based Heuristics for the Capacitated Fixed Charge Location Problemp. 235
Ant Colony Optimization and the Single Round Robin Maximum Value Problemp. 243
Artificial Ants to Extract Leaf Outlines and Primary Venation Patternsp. 251
Autonomous Reconfiguration in a Self-assembling Multi-robot Systemp. 259
Beanbag Robotics: Robotic Swarms with 1-DoF Unitsp. 267
BlatAnt: Bounding Networks' Diameter with a Collaborative Distributed Algorithmp. 275
Dependency by Concentration of Pheromone Trail for Multiple Robotsp. 283
Dissemination of Information with Fair Load Distribution in Self-organizing Gridsp. 291
Emergent Sorting in Networks of Router Agentsp. 299
Enhancing the Cooperative Transport of Multiple Objectsp. 307
Formal Modeling of BeeAdHoc: A Bio-inspired Mobile Ad Hoc Network Routing Protocolp. 315
Incorporating Heuristics in a Swarm Intelligence Framework for Inferring Gene Regulatory Networks from Gene Expression Time Seriesp. 323
Incorporating Preferences to a Multi-objective Ant Colony Algorithm for Time and Space Assembly Line Balancingp. 331
KANTS: Artifical Ant System for Classificationp. 339
Lattice Formation in Space for a Swarm of Pico Satellitesp. 347
Merging Groups for the Exploration of Complex State Spaces in the CPSO Approachp. 355
Parallel Ant Colony Optimization for the Quadratic Assignment Problems with Symmetric Multi Processingp. 363
Social Odometry in Populations of Autonomous Robotsp. 371
The Architecture of Ant-Based Clustering to Improve Topographic Mappingp. 379
The Small World of Pheromone Trailsp. 387
A Particle Swarm Optimization Algorithm for Multiuser Scheduling in HSDPAp. 395
AntLib v1.0: A Generic C++ Framework for Ant Colony Optimizationp. 397
Applying a Distributed Swarm-Based Algorithm to Solve Instances of the RCPSPp. 399
bicACO: An Ant Colony Inspired Biclustering Algorithmp. 401
Dynamic Routing and Travel Time Prediction with Ant Based Controlp. 403
Network Formation Using Ant Colony Optimizationp. 405
On the Stability and the Parameters of Particle Swarm Optimizationp. 407
Regional Traffic Assignment by ACO: Preliminary Resultsp. 409
SwarmClass: A Novel Data Clustering Approach by a Hybridization of an Ant Colony with Flying Insectsp. 411
The Differential Ant-Stigmergy Algorithm for Large Scale Real-Parameter Optimizationp. 413
Author Indexp. 415
Table of Contents provided by Blackwell. All Rights Reserved.

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