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Applications of Evolutionary Computing寻优计算应用/会议录

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Applications of Evolutionary Computing寻优计算应用/会议录

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作 者:Günther R. Raidl 著

出 版 社:北京燕山出版社

出版时间:2004-5-1

I S B N:3540213783

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内容简介

This book constitutes the joint refereed proceedings of six workshops on evolutionary computing, EvoWorkshops 2004, held together with EuroGP 2004 and EvoCOP 2004 in Coimbra, Portugal, in April 2004.
  The 55 revised full papers presented were carefully reviewed and selected from a total of 123 submissions. In accordance with the six workshops covered, the papers are organized in topical sections on evolutionary bioinformatics; evolutionary computing in communications, networks, and connected systems; hardware optimization techniques; evolutionary computing in image analysis and signal processing; evolutionary music and art; and evolutionary algorithms in stochastic and dynamic environments.

作者简介

目录

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 Scoutin-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 Processe
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 Paths Problem for the Maximum Edge-Disjoint
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
……
EvoIASP Contributions
EvoMUSART Contributions
EvoSOC Conrtibutions
Author Index

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