Applications of Evolutionary Computing寻优计算应用/会议录 下载 pdf 百度网盘 epub 免费 2025 电子书 mobi 在线

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.

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

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EvoIASP Contributions

EvoMUSART Contributions

EvoSOC Conrtibutions

Author Index

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