Simulated Evolution and Learning: Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Canberra, Australia, November 24-27, 1998 Selected Papers / Edition 1

Simulated Evolution and Learning: Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Canberra, Australia, November 24-27, 1998 Selected Papers / Edition 1

by Bob McKay
     
 

ISBN-10: 3540659072

ISBN-13: 9783540659075

Pub. Date: 05/28/1999

Publisher: Springer Berlin Heidelberg

This book constitutes the refereed post-workshop proceedings of the Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, held in Canberra, Australia in November 1998.
The 59 revised papers presented were carefully selected during two rounds of reviewing from a total of initially 92 submissions. The book covers a wide range of topics in

Overview

This book constitutes the refereed post-workshop proceedings of the Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, held in Canberra, Australia in November 1998.
The 59 revised papers presented were carefully selected during two rounds of reviewing from a total of initially 92 submissions. The book covers a wide range of topics in simulated evolution and learning, from self-adaption to dynamic modelling, from reinforcement learning to agent systems, from evolutionary games to evolutionary economics, from theoretical results to successful applications, etc.

Product Details

ISBN-13:
9783540659075
Publisher:
Springer Berlin Heidelberg
Publication date:
05/28/1999
Series:
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Series, #1585
Edition description:
1999
Pages:
478
Product dimensions:
6.10(w) x 9.25(h) x (d)

Table of Contents

Natural Computation
H.-P. Schwefel
Multiple Lagrange Multiplier Method for Constrained Evolutionary Optimization
H. Myung, J.-H. Kim
Robust Evolution Strategies
K. Ohkura, Y. Matsumura, K. Ueda
Hybrid Genetic Algorithm for Solving the p-Median Problem
V. Estivill-Castro, R. Torres-Velazquez
Correction of Reflection Lines Using Genetic Algorithms
B. Pham, Z. Zhang
Adaptation under Changing Environments with Various Rates of Inheritance of Acquired Characters: Comparison between Darwinian and Lamarckian Evolution
T. Sasaki, M. Tokoro
Dynamic Control of Adaptive Parameters in Evolutionary Programming
K.-H. Liang, X. Yao, C. S. Newton
Information Operator Scheduling by Genetic Algorithms
T. Yamada, K. Yoshimura, R. Nakano
Solving-Radial Topology Constrained Problems with Evolutionary Algorithms
P. M. S. Carvalho, L. A. F. M. Ferreira, L. M. F. Barrunchu
Automating Space Allocation in Higher Education
E. K. Burke, D. B. Varley
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection
H. He, W. Graco, X. Yao
Evolution of Reference Sets in Nearest Neighbor Classification
H. Ishibuchi, T. Nakashima
Investigation of a Cellular Genetic Algorithm that Mimies Landscape Ecology
M. Kirley, X. Li, D. G. Green
Quantifying Neighborhood Preservation: Joint Properties of Evolutionary and Unsupervised Neural Learning
R. Garionis
Neural Networks and Evolutionary Algorithms for the Prediction of Thermodynamic Properties for Chemical Engineering
M. Mandischer, H. Geyer, P. Ulbig
Evolving FPGA Based Cellular Automata
R. Porter, N. Bergmann
Asynchronous Island Parallel GA Using Multiform Subpopulations
H. Horii, S. Kunifuji, T. Matsuzawa
Multiple Sequence Alignment using Parallel Genetic Algorithms
L. A. Anbarasu, P. Narayanasamy, V. Sundararajan
Evolving Logic Programs to Classify Chess-Endgame Positions
P. G. K. Reiser, P. J. Riddle
Genetic Programming with Active Data Selection
B.-T. Zhang, D.-Y. Cho
Evolutionary Programming-Based Uni-vector Field Method for Fast Mobile Robot Navigation
Y.-J. Kim, D.-H. Kim, J.-H. Kim
Evolution with Learning Adaptive Functions
M. Ishinishi, A. Namatame
Modelling Plant Breeding Programs as Search Strategies on a Complex Response Surface
D. W. Podlich, M. Cooper
Generating Equations with Genetic Programming for Control of a Movable Inverted Pendulum
H. Shimooka, Y. Fujimoto
A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem
E. Burke, P. De Causmaecker, G. Vanden Berghe
Reinforcement Learning: Past, Present and Future
R. S. Sutton
A Reinforcement Learning with Condition Reduced Fuzz Rules
H. Kawakami, O. Katai, T. Konishi
Generality and Conciseness of Submodels in Hierarchical Fuzzy Modeling
K. Tachibana, T. Furuhashi
Using Evolutionary Programming to Optimize the Allocation of Surveillance Assets
V. W. Porto
Applying the Evolutionary Neural Networks with Genetic Algorithms to Control a Rolling Inverted Pendulum
N. Kaise, Y. Fujimoto
Evolving Cooperative Actions Among Heterogeneous Agents by an Evolutionary Programming Method
T. Fujinaga, K. Moriwaki, N. Inuzuka, (et al.)
Cooperative Works for Welfare Agent Robot and Human Using Chaotic Evolutionary Computation
T. Yamaguchi, M. Sato, T. Takagi, (et al.)
Evolutionary Computation for Intelligent Agents Based on Chaotic Retrieval and Soft DNA
N. Kohata, M. Sato, T. Yamaguchi, (et al.)
A Study of Bayesian Clustering of a Document Set Based on GA
K. Aoki, K. Matsumoto, K. Hoashi, (et al.)
An Evolutionary Approach in Quantitative Spectroscopy
P. Husbands, P. P. B. de Oliveira
Evolutionary Recognition of Features from CAD Data
Y. Tsujimura, M. Gen
Modeling Strategies as Generous and Greedy in Prisoner's Dilemma Like Games
S. Johansson, B. Carlsson, M. Boman
Using Genetic Algorithms to Simulate the Evolution of an Oligopoly Game
S.-H. Chen, C.-C. Ni
An Evolutionary Study on Cooperation in N-person Iterated Prisoner's Dilemma Game
Y.-G. Seo, S.-B. Cho
Simulating a N-person Multi-stage Game for Making a State
A. Iwasaki, S. H. Oda, K. Ueda
Learning from Linguistic Rules and Rule Extraction for Function Approximation by Neural Networks
K. Tanaka, M. Nii, H. Ishibuchi
Can a Niching Method Locate Multiple Attractors Embedded in the Hopfield Network?
A. Imada, K. Araki
Time Series Prediction by Using Negatively Correlated Neural Networks
Y. Liu, X. Yao
Animating the Evolution Process of Genetic Algorithms
A. Li, K.-P. Wong
Analysis on the Island Model Parallel Genetic Algorithms for the Genetic Drifts
T. Niwa, M. Tanaka
A Paradox of Neural Encoders and Decoders or Why Don't We Talk Backwards?
B. Tonkes, A. Blair, J. Wiles
Continuous Optimization Using Elite Genetic Algorithms With Adaptive Mutations
A. B. Djurisic, A. D. Rakic, E. H. Li, (et al.)
Evolutionary Systems Applied to the Synthesis of a CPU Controller
R. S. Zebulum, M. A. Pacheco, M. Vellasco
Novel Models in Evolutionary Designing
J. S. Gero
Co-evolution, Determinism and Robustness
A. D. Blair, E. Sklar, P. Funes
Co-operative Evolution of a Neural Classifier and Feature Subset
J. Hallinan, P. Jackway
Optimal Power Flow Method Using Evolutionary Programming
K.-P. Wong, J. Yuryevich
Grammatical Development of Evolutionary Modular Neural Networks
S.-B. Cho, K. Shimohara
Hybridized Neural Network and Genetic Algorithms for Solving Nonlinear Integer Programming Problem
M. Gen, K. Ida, C.-Y. Lee
Evolution of Gene Coordination Networks
T. P. Runarsson, M. T. Jonsson
Adaptive Simulation: An Implementation Framework
R. Hall, B. Pham, J. Yearwood
A Model of Mutual Associative Memory for Simulations of Evolution and Learning
Y. Akira
The Application of Cellular Automata to the Consumer's Theory: Simulating a Duopolistic Market
S. H. Oda, K. Iyori, M. Ken, (et al.)
Object-oriented Genetic Algorithm based Artificial Neural Network for Load Forecasting
L. L. Lai, H. Subasinghe, N. Rajkumar, (et al.)
Author Index

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