Category Books

Applications of Evolutionary Computing »

Authors: G nther Raidl (Editor), Stefano Cagnoni (Editor), Juan J. Romero Cardalda
ISBN-13: 9783540009764, ISBN-10: 3540009760
Format: Paperback
Publisher: Springer-Verlag New York, LLC
Date Published: January 2008
Edition: (Non-applicable)

Author Biography: G nther Raidl

Book Synopsis

This book constitutes the joint refereed proceedings of six workshops, EvoWorkshops 2003, held together with EuroGP 2003 in Essex, UK in April 2003.

The 63 revised full papers presented were carefully reviewed and selected from a total of 109 submissions. In accordance with the six workshops covered , the papers are organized in topical sections on bioinformatics, combinatorial optimization, image analysis and signal processing, evolutionary music and art, evolutionary robotics, and scheduling and timetabling.

	Artificial Immune System for Classification of Cancer	1
	Pattern Search in Molecules with FANS: Preliminary Results	11
	Applying Memetic Algorithms to the Analysis of Microarray Data	22
	Gene Network Reconstruction Using a Distributed Genetic Algorithm with a Backprop Local Search	33
	Promoter Prediction with a GP-Automaton	44
	Chromosomal Breakpoint Detection in Human Cancer	54
	Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm	66
	Genetic Algorithms for Gene Expression Analysis	76
	Comparison of AdaBoost and Genetic Programming for Combining Neural Networks for Drug Discovery	87
	Cross Validation Consistency for the Assessment of Genetic Programming Results in Microarray Studies	99
	Algorithms for Identification Key Generation and Optimization with Application to Yeast Identification	107
	Generalisation and Model Selection in Supervised Learning with Evolutionary Computation	119
	Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination	131
	Multilevel Heuristic Algorithm for Graph Partitioning	143
	Experimental Comparison of Two Evolutionary Algorithms for the Independent Set Problem	154
	New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP	165
	An Experimental Comparison of Two Different Encoding Schemes for the Location of Base Stations in Cellular Networks	176
	Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping	187
	Constrained Coverage Optimisation for Mobile Cellular Networks	199
	Combinations of Local Search and Exact Algorithms	211
	On Confidence Intervals for the Number of Local Optima	224
	Searching for Maximum Cliques with Ant Colony Optimization	236
	A Study of Greedy, Local Search, and Ant Colony Optimization Approaches for Car Sequencing Problems	246
	Evolutionary Computing for the Satisfiability Problem	258
	Guiding Single-Objective Optimization Using Multi-objective Methods	268
	A Genetic Algorithm for the Index Selection Problem	280
	A Template Approach to Producing Incremental Objective Cost Functions for Local Search Meta-heuristics	291
	Analyzing a Unified Ant System for the VRP and Some of Its Variants	300
	Adapting to Complexity During Search in Combinatorial Landscapes	311
	Search Space Analysis of the Linear Ordering Problem	322
	Ant Algorithms for the University Course Timetabling Problem with Regard to the State-of-the-Art	334
	Multiple Genetic Snakes for Bone Segmentation	346
	Mobile Robot Sensor Fusion Using Flies	357
	Anticipating Bankruptcy Reorganisation from Raw Financial Data Using Grammatical Evolution	368
	GAME-HDL: Implementation of Evolutionary Algorithms Using Hardware Description Languages	378
	Evolutionary Approach to Discovery of Classification Rules from Remote Sensing Images	388
	Hybrid Evolution Strategy-Downhill Simplex Algorithm for Inverse Light Scattering Problems	399
	Accurate L-Corner Measurement Using USEF Functions and Evolutionary Algorithms	410
	On Two Approaches to Image Processing Algorithm Design for Binary Images Using GP	422
	Restoration of Old Documents with Genetic Algorithms	432
	The Effectiveness of Cost Based Subtree Caching Mechanisms in Typed Genetic Programming for Image Segmentation	444
	Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection	455
	The Emergence of Social Learning in Artificial Societies	467
	Tabula Rasa: A Case Study in Evolutionary Curation	479
	MusicBlox: A Real-Time Algorithmic Composition System Incorporating a Distributed Interactive Genetic Algorithm	490
	Towards a Prehistory of Evolutionary and Adaptive Computation in Music	502
	ArtiE-Fract: The Artist's Viewpoint	510
	Evolutionary Music and the Zipf-Mandelbrot Law: Developing Fitness Functions for Pleasant Music	522
	Genophone: Evolving Sounds and Integral Performance Parameter Mappings	535
	Genetic Improvisation Model (A Framework for Real-Time Performance Environments)	547
	On the Development of Critics in Evolutionary Computation Artists	559
	Genetic Algorithms for the Generation of Models with Micropopulations	570
	Evolution of Collective Behavior in a Team of Physically Linked Robots	581
	Exploring the T-Maze: Evolving Learning-Like Robot Behaviors Using CTRNNs	593
	Competitive Co-evolution of Predator and Prey Sensory-Motor Systems	605
	Evolving Spiking Neuron Controllers for Phototaxis and Phonotaxis	616
	Evolving Neural Networks for the Control of a Lenticular Blimp	626
	Evolving Symbolic Controllers	638
	Evolving Motion of Robots with Muscles	651
	Behavioural Plasticity in Autonomous Agents: A Comparison between Two Types of Controller	661
	DNA Based Algorithms for Some Scheduling Problems	673
	Learning Action Strategies for Planning Domains Using Genetic Programming	684
	Routing Using Evolutionary Agents and Proactive Transactions	696
	Author Index	707

Subjects

« Previous Book Algorithms and Data Structures

Next Book » Inductive Logic Programming

Category Books

Applications of Evolutionary Computing »

Author Biography: G nther Raidl

Book Synopsis

Table of Contents

Subjects