Success in Evolutionary Computation

By Ang Yang

Book Overview

Theory.- Adaptation of a Success Story in GAs: Estimation-of-Distribution Algorithms for Tree-based Optimization Problems.- The Automated Design of Artificial Neural Networks Using Evolutionary Computation.- A Versatile Surrogate-Assisted Memetic Algorithm for Optimization of Computationally Expensive Functions and its Engineering Applications.- Data Mining and Intelligent Multi-Agent Technologies in Medical Informatics.- Applications.- Evolving Trading Rules.- A Hybrid Genetic Algorithm for the Protein Folding Problem Using the 2D-HP Lattice Model.- Optimal Management of Agricultural Systems.- Evolutionary Electronics: Automatic Synthesis of Analog Circuits by GAs.- Intuitive Visualization and Interactive Analysis of Pareto Sets Applied on Production Engineering System.- Privacy Protection with Genetic Algorithms.- A Revision of Evolutionary Computation Techniques in Telecommunications and An Application for The Network Global Planning Problem.- Survivable Network Design with an Evolution Strategy.- Evolutionary Computations for Design Optimization and Test Automation in VLSI Circuits.- Evolving Cooperative Agents in Economy Market Using Genetic Algorithms.- Optimizing Multiplicative General Parameter Finite Impulse Response Filters Using Evolutionary Computation.- Applying Genetic Algorithms to Optimize the Cost of Multiple Sourcing Supply Chain Systems - An Industry Case Study.

• Format: Paperback
• Language: English
• ISBN: 3642095143
• ISBN13: 9783642095146
• Release Date: November 2010
• Publisher: Springer
• Length: 372 Pages
• Weight: 1.18 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"