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» Unsupervised Problem Decomposition Using Genetic Programming
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EH
2002
IEEE
185views Hardware» more  EH 2002»
15 years 2 months ago
Automatic Synthesis Using Genetic Programming of an Improved General-Purpose Controller for Industrially Representative Plants
Most real-world controllers are composed of proportional, integrative, and derivative signal processing blocks. The so-called PID controller was invented and patented by Callender...
Martin A. Keane, John R. Koza, Matthew J. Streeter
50
Voted
ISCAS
1999
IEEE
82views Hardware» more  ISCAS 1999»
15 years 1 months ago
Synthesis of low coefficient sensitivity digital filters using genetic programming
This paper proposes a new approach to the synthesis of low coefficient sensitivity digital filters using Genetic Programming (GP). GP is applied to the synthesis problem by establi...
K. Uesaka, M. Kawamata
FLAIRS
2006
14 years 11 months ago
Improving Modularity in Genetic Programming Using Graph-Based Data Mining
We propose to improve the efficiency of genetic programming, a method to automatically evolve computer programs. We use graph-based data mining to identify common aspects of highl...
Istvan Jonyer, Akiko Himes
EMO
2006
Springer
120views Optimization» more  EMO 2006»
14 years 11 months ago
Rule Induction for Classification Using Multi-objective Genetic Programming
Multi-objective metaheuristics have previously been applied to partial classification, where the objective is to produce simple, easy to understand rules that describe subsets of a...
Alan P. Reynolds, Beatriz de la Iglesia
GECCO
2003
Springer
117views Optimization» more  GECCO 2003»
15 years 2 months ago
Improving Evolvability of Genetic Parallel Programming Using Dynamic Sample Weighting
Abstract. This paper investigates the sample weighting effect on Genetic Parallel Programming (GPP) that evolves parallel programs to solve the training samples captured directly f...
Sin Man Cheang, Kin-Hong Lee, Kwong-Sak Leung