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PREMI
2005
Springer
15 years 9 months ago
Parallel Island Model for Attribute Reduction
Abstract. We develop a framework for parallel computation of the optimal rough set decision reducts from data. We adapt the island model for evolutionary computing. The idea is to ...
Mohammad M. Rahman, Dominik Slezak, Jakub Wroblews...
FSKD
2005
Springer
120views Fuzzy Logic» more  FSKD 2005»
15 years 9 months ago
Impact on the Writing Granularity for Incremental Checkpointing
Incremental checkpointing is an cost-efficient fault tolerant technique for long running programs such as genetic algorithms. In this paper, we derive the equations for the writing...
Junyoung Heo, Xuefeng Piao, Sangho Yi, Geunyoung P...
EVOW
2004
Springer
15 years 9 months ago
Using GAs to Create a Waveguide Model of the Oral Vocal Tract
A Digital Waveguide Mesh is introduced as a method for acoustic modelling. Genetic Algorithms are applied to evolve the structure of a mesh to simulate the human throat and mouth, ...
Crispin H. V. Cooper, David M. Howard, Andrew M. T...
GECCO
2004
Springer
134views Optimization» more  GECCO 2004»
15 years 9 months ago
A Descriptive Encoding Language for Evolving Modular Neural Networks
Evolutionary algorithms are a promising approach for the automated design of artificial neural networks, but they require a compact and efficient genetic encoding scheme to repres...
Jae-Yoon Jung, James A. Reggia
GECCO
2004
Springer
211views Optimization» more  GECCO 2004»
15 years 9 months ago
Adaptive and Evolvable Network Services
This paper proposes an evolutionary framework where a network service is created from a group of autonomous agents that interact and evolve. Agents in our framework are capable of ...
Tadashi Nakano, Tatsuya Suda