Adaptive Genetic Algorithms

37

IJCAI
2007

271views Artificial Intelligence» more IJCAI 2007»

Adaptive Genetic Algorithm with Mutation and Crossover Matrices

14 years 26 days ago

A matrix formulation for an adaptive genetic algorithm is developed using mutation matrix and crossover matrix. Selection, mutation, and crossover are all parameter-free in the se...

Nga Lam Law, Kwok Yip Szeto

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27

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GECCO
2004
Springer

90views Optimization» more GECCO 2004»

Designing Multiplicative General Parameter Filters Using Adaptive Genetic Algorithms

14 years 4 months ago

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Multiplicative general parameter (MGP) approach to finite impulse response (FIR) filtering introduces a novel way to realize cost effective adaptive filters in compact very large s...

Jarno Martikainen, Seppo J. Ovaska

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35

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IJCNN
2007
IEEE

131views Neural Networks» more IJCNN 2007»

Automated Linear Modeling of Time Series with Self Adaptive Genetic Algorithms

14 years 5 months ago

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—In this paper we present two algorithms that automatically calculate linear expressions for Time Series. To estimate the maximum number of terms of the linear expression and the...

Pedro Flores, Carlos Anaya, Hector M. Ramirez, Lui...

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