Intelligent and Evolutionary Systems / Edition 1

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More About This Textbook

Overview

Artificial evolutionary systems are computer systems, inspired by ideas from natural evolution and related phenomena. The field has a long history, dating back to the earliest days of computer science, but it has only become an established scientific and engineering discipline since the 1990s, with packages for the commonest form, genetic algorithms, now widely available. Researchers in the Asia-Pacific region have participated strongly in the development of evolutionary systems, with a particular emphasis on the evolution of intelligent solutions to highly complex problems. The Asia-Pacific Symposia on Intelligent and Evolutionary Systems have been an important contributor to this growth in impact, since 1997 providing an annual forum for exchange and dissemination of ideas. Participants come primarily from East Asia and the Western Pacific, but contributions are welcomed from around the World.
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Product Details

  • ISBN-13: 9783642101144
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 12/8/2010
  • Series: Studies in Computational Intelligence Series , #187
  • Edition description: Softcover reprint of hardcover 1st ed. 2009
  • Edition number: 1
  • Pages: 218
  • Product dimensions: 6.14 (w) x 9.21 (h) x 0.48 (d)

Table of Contents

Index Fund Optimization Using Genetic Algorithm and Scatter Diagram Based on Coefficients of Determination Yukiko Orito Manabu Takeda Hisashi Yamamoto 1

Mining Bayesian Networks from Direct Marketing Databases with Missing Values Yuan Yuan Guo Man Leung Wong 13

Fuzzy Local Currency Based on Social Network Analysis for Promoting Community Businesses Osamu Katai Hiroshi Kawakami Takayuki Shiose 37

Evolving Failure Resilience in Scale-Free Networks George Leu Akira Namatame 49

Evolving Networks with Enhanced Linear Stability Properties David Newth Jeff Ash 61

Effectiveness of Close-Loop Congestion Controls for DDoS Attacks Takanori Komatsu Akira Namatame 79

Priority-Based Genetic Algorithm for Shortest Path Routing Problem in OSPF Lin Lin Mitsuo Gen 91

Evolutionary Network Design by Multiobjective Hybrid Genetic Algorithm Mitsuo Gen Lin Lin Jung-Bok Jo 105

Hybrid Genetic Algorithm for Designing Logistics Network, VRP and AGV Problems Mitsuo Gen Lin Lin Jung-Bok Jo 123

Multiobjective Genetic Algorithm for Bicriteria Network Design Problems Lin Lin Mitsuo Gen 141

Use of Serendipity Power for Discoveries and Inventions Shigekazu Sawaizumi Osamu Katai Hiroshi Kawakami Takayuki Shiose 163

Evolution of Retinal Blood Vessel Segmentation Methodology Using Wavelet Transforms for Assessment of Diabetic Retinopathy D.J. Cornforth H.F. Jelinek M.J. Cree J.J.G. Leandro J.V.B. Soares R.M. Cesar Jr. 171

Multistage-Based Genetic Algorithm for Flexible Job-Shop Scheduling Problem Mitsuo Gen Jie Gao Lin Lin 183

Implementation of Parallel Genetic Algorithms on Graphics Processing Units Man Leung Wong Tien Tsin Wong 197

Author Index 217

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