Success in Evolutionary Computation

Front Matter....Pages I-VIII
Adaptation of a Success Story in GAs: Estimation-of-Distribution Algorithms for Tree-based Optimization Problems....Pages 3-18
The Automated Design of Artificial Neural Networks Using Evolutionary Computation....Pages 19-41
A Versatile Surrogate-Assisted Memetic Algorithm for Optimization of Computationally Expensive Functions and its Engineering Applications....Pages 43-72
Data Mining and Intelligent Multi-Agent Technologies in Medical Informatics....Pages 73-92
Evolving Trading Rules....Pages 95-119
A Hybrid Genetic Algorithm for the Protein Folding Problem Using the 2D-HP Lattice Model....Pages 121-140
Optimal Management of Agricultural Systems....Pages 141-163
Evolutionary Electronics: Automatic Synthesis of Analog Circuits by GAs....Pages 165-187
Intuitive Visualization and Interactive Analysis of Pareto Sets Applied on Production Engineering System....Pages 189-214
Privacy Protection with Genetic Algorithms....Pages 215-237
A Revision of Evolutionary Computation Techniques in Telecommunications and An Application for The Network Global Planning Problem....Pages 239-262
Survivable Network Design with an Evolution Strategy....Pages 263-283
Evolutionary Computations for Design Optimization and Test Automation in VLSI Circuits....Pages 285-311
Evolving Cooperative Agents in Economy Market Using Genetic Algorithms....Pages 313-326
Optimizing Multiplicative General Parameter Finite Impulse Response Filters Using Evolutionary Computation....Pages 327-354
Applying Genetic Algorithms to Optimize the Cost of Multiple Sourcing Supply Chain Systems – An Industry Case Study....Pages 355-372