Applications of Evolutionary Computing EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings / edited by Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David W. Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero.

Evolutionary Computation (EC) deals with problem solving, optimization, and machine learning techniques inspired by principles of natural evolution and - netics. Just from this basic de?nition, it is clear that one of the main features of theresearchcommunityinvolvedinthestudyofitstheoryandinitsappl...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Raidl, Günther R. (Editor), Cagnoni, Stefano (Editor), Branke, Jürgen (Editor), Corne, David W. (Editor), Drechsler, Rolf (Editor), Jin, Yaochu (Editor), Johnson, Colin G. (Editor), Machado, Penousal (Editor), Marchiori, Elena (Editor), Rothlauf, Franz (Editor), Smith, George D. (Editor), Squillero, Giovanni (Editor)
Format:	eBook
Language:	English
Published:	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
Edition:	1st ed. 2004.
Series:	Lecture Notes in Computer Science, 3005 Springer eBook Collection.
Subjects:	Artificial intelligence. Computers. Computer hardware. Computer communication systems. Computer programming. Optical data processing. Electronic resources (E-books)
Online Access:	Click to view e-book
Holy Cross Note:	Loaded electronically. Electronic access restricted to members of the Holy Cross Community.

Table of Contents:

EvoBIO Contributions
A Memetic Algorithm for Protein Structure Prediction in a 3D-Lattice HP Model
An Improved Genetic Algorithm for the Sequencing by Hybridization Problem
Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data
Evolving Regular Expression-Based Sequence Classifiers for Protein Nuclear Localisation
Analysis of Proteomic Pattern Data for Cancer Detection
Self-Adaptive Scouting—Autonomous Experimentation for Systems Biology
An Improved Grammatical Evolution Strategy for Hierarchical Petri Net Modeling of Complex Genetic Systems
Two-Step Genetic Programming for Optimization of RNA Common-Structure
Evolutionary Algorithms for Optimal Control in Fed-Batch Fermentation Processes
Discrete Branch Length Representations for Genetic Algorithms in Phylogenetic Search
Iteratively Inferring Gene Regulatory Networks with Virtual Knockout Experiments
Multiple Sequence Alignment Using SAGA: Investigating the Effects of Operator Scheduling, Population Seeding, and Crossover Operators
Constructing Microbial Consortia with Minimal Growth Using a Genetic Algorithm
EvoCOMNET Contributions
2-Objective Optimization of Cells Overlap and Geometry with Evolutionary Algorithms
A Genetic Algorithm for Telecommunication Network Design
A GA/Heuristic Hybrid Technique for Routing and Wavelength Assignment in WDM Networks
Ant Colony Optimization for the Maximum Edge-Disjoint Paths Problem
Using Genetic Programming to Design Broadcasting Algorithms for Manhattan Street Networks
A Scenario-Based Approach to Protocol Design Using Evolutionary Techniques
EvoHOT Contributions
A Slicing Structure Representation for the Multi-layer Floorplan Layout Problem
Disjoint Sum of Product Minimization by Evolutionary Algorithms
Genetic Algorithms to Improve Mask and Illumination Geometries in Lithographic Imaging Systems
Multi-objective Genetic Manipulator Trajectory Planner
Exploiting HW Acceleration for Classifying Complex Test Program Generation Problems
Evolutionary Design Space Exploration for Median Circuits
EvoIASP Contributions
Genetic Optimization of Morphological Filters with Applications in Breast Cancer Detection
Image Segmentation by a Genetic Fuzzy c-Means Algorithm Using Color and Spatial Information
Bond-Issuer Credit Rating with Grammatical Evolution
Using GAs to Create a Waveguide Model of the Oral Vocal Tract
Vision-Based Hand Motion Capture Using Genetic Algorithm
Top-Down Evolutionary Image Segmentation Using a Hierarchical Social Metaheuristic
Multi-objective Sensor Planning for Efficient and Accurate Object Reconstruction
An Algorithm for Segmenting Gaseous Objects on Images
Evolution Strategies Approach for the Solution of an Inverse Problem in Near-Field Optics
A Watermark Sharing Scheme to High Quality Halftone Images with Genetic Algorithms
Using Genetic Programming for Character Discrimination in Damaged Documents
Evolutionary Algorithm-Based Local Structure Modeling for Improved Active Shape Model
Multiclass Object Classification Using Genetic Programming
Program Size and Pixel Statistics in Genetic Programming for Object Detection
Intrinsic Evolvable Hardware in Digital Filter Design
EvoMUSART Contributions
Swarm Granulator
Aesthetic Video Filter Evolution in an Interactive Real-Time Framework
Generative Art: Fuzzy Polygon Clipping in Program Generated Line Oriented Drawings
Tilings of Sequences of Co-evolved Images
Adaptive Critics for Evolutionary Artists
Automated Aesthetic Selection of Evolutionary Art by Distance Based Classification of Genomes and Phenomes Using the Universal Similarity Metric
Improvisational Media Space: Architecture and Strategies for Evolution
The Virtual Ecosystem as Generative Electronic Art
Aesthetic Evolution of L-Systems Revisited
EvoSTOC Contributions
Multi-swarm Optimization in Dynamic Environments
Evolutionary Algorithms for Stochastic Arc Routing Problems
A Hierarchical Particle Swarm Optimizer for Dynamic Optimization Problems
Constructing Dynamic Optimization Test Problems Using the Multi-objective Optimization Concept
Competitive Goal Coordination in Automatic Parking
Evolutionary Bayesian Network Dynamic Planner for Game RISK.

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