A new co-mutation genetic operator

Authors:
Florin Stoica;Dana Simian;Corina Simian
Affiliations:
Computer Science Department, University "Lucian Blaga" Sibiu, Sibiu, Romania;Computer Science Department, University "Lucian Blaga" Sibiu, Sibiu, Romania;Faculty of Sciences, University "Lucian Blaga" Sibiu, Sibiu, Romania
Venue:
EC'08 Proceedings of the 9th WSEAS International Conference on Evolutionary Computing
Year:
2008

Citing 4
Cited 7

Building Better Test Functions

Proceedings of the 6th International Conference on Genetic Algorithms
A Comparison Study of Self-Adaptation in Evolution Strategies and Real-Coded Genetic Algorithms

Evolutionary Computation
An improved genetic algorithm adopting immigration operator

Intelligent Data Analysis
Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study

IEEE Transactions on Evolutionary Computation

A new evolutionary reinforcement scheme for stochastic learning automata

ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
An evolutionary method for constructing complex SVM kernels

MCBC'09 Proceedings of the 10th WSEAS international conference on Mathematics and computers in biology and chemistry
Automatic control based on wasp behavioral model and stochastic learning automata

MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Using genetic algorithms and simulation as decision support in marketing strategies and long-term production planning

SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Evaluation of a hybrid method for constructing multiple SVM kernels

ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Optimization of complex SVM kernels using a hybrid algorithm based on wasp behaviour

LSSC'09 Proceedings of the 7th international conference on Large-Scale Scientific Computing
A general frame for building optimal multiple SVM kernels

LSSC'11 Proceedings of the 8th international conference on Large-Scale Scientific Computing

Quantified Score

Hi-index	0.00

Visualization

Abstract

A new co-mutation operator called LR-Mijn, capable of operating on a set of adjacent bits in one single step is introduced. Its properties are examined and compared against those of the Mijn operator intoduced in [3]. A simple Evolutionary Algorithm is described which is based only on selection and LR-Mijn. This algorithm is used for the optimization of some well-known benchmark functions and its performance is compared against that offered by algorithms using the Mijn operator. The obtained results prove the effectiveness of the new LR-Mijn operator.