36 search results - page 1 / 8 » Accelerated Genetic Algorithms with Markov Chains |
NICSO
2010
Springer
13 years 8 months ago
2010
Springer
t] Based on the mutation matrix formalism and past statistics of genetic algorithm, a Markov Chain transition probability matrix is introduced to provide a guided search for comple...
ECAL
2005
Springer
13 years 10 months ago
2005
Springer
This paper investigates genetic drift in multi-parent genetic algorithms (MPGAs). An exact model based on Markov chains is proposed to formulate the variation of gene frequency. Th...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
In this paper, the Quantum-inspired Genetic Algorithms with the population of a single individual are formalized by a Markov chain model using a single and the stored best individ...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
The paper presents an extension of Vose’s Markov chain model for genetic algorithm (GA). The model contains not only standard genetic operators such as mutation and crossover bu...
EVOW
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. We analyze the convergence properties of our force based genetic algorithm(fga) as a decentralized topology control mechanism distributed among software agents. fga guide...