Add to ORKG[[abstract]]In this paper, the issue of adapting migration parameters for MGAs is investigated. We examine, in particular, the effect of adapting the migration rates on the performance and solution quality of MGAs. Thereby, we propose an adaptive scheme to evolve the appropriate migration rates for MGAs. If the individuals from a neighboring sub-population can greatly improve the solution quality of a current population, then the migration from the neighbor has a positive effect. In this case, the migration rate from the neighbor should be increased; otherwise, it should be decreased. According to the principle, an adaptive multi-population genetic algorithm which can adjust the migration rates is proposed. Experiments on the 0/1 knapsack p...
The genetic algorithm technique known as crowding preserves population diversity by pairing each off...
Traditionally in Genetic Algorithms, the mutation probability parameter maintains a constant value d...
Migration of individuals between populations may increase the selection pressure. This has the desir...
[[abstract]]In this paper, the issue of adapting migration parameters for MGAs is investigated. We e...
In this paper, the issue of adapting migration parameters for MGAs is investigated. We examine, in p...
[[abstract]]In this paper, the effects of adapting the migration intervals on the performance and so...
In this paper, we propose a self Adaptive Migration Model for Genetic Algorithms, where parameters o...
In this paper, we propose a self Adaptive Migration Model for Genetic Algorithms, where parameters o...
In this paper, we propose a self Adaptive Migration Model for Genetic Algorithms, where parameters...
Data mining involves the process of extracting nontrivial knowledge or hidden patterns from large da...
Data mining involves nontrivial process of extracting knowledge or patterns from large databases. Ge...
This paper presents a dynamic adaptation scheme for the frequency of inter-deme migration in distrib...
Dynamic optimization problems are a kind of optimization problems that involve changes over time. Th...
is an extension of the Genetic Algorithm (GA) that was created to promote guided diversity to improv...
This paper discusses the effect of randomization of migration rate in distributed genetic algorithms...
The genetic algorithm technique known as crowding preserves population diversity by pairing each off...
Traditionally in Genetic Algorithms, the mutation probability parameter maintains a constant value d...
Migration of individuals between populations may increase the selection pressure. This has the desir...
[[abstract]]In this paper, the issue of adapting migration parameters for MGAs is investigated. We e...
In this paper, the issue of adapting migration parameters for MGAs is investigated. We examine, in p...
[[abstract]]In this paper, the effects of adapting the migration intervals on the performance and so...
In this paper, we propose a self Adaptive Migration Model for Genetic Algorithms, where parameters o...
In this paper, we propose a self Adaptive Migration Model for Genetic Algorithms, where parameters o...
In this paper, we propose a self Adaptive Migration Model for Genetic Algorithms, where parameters...
Data mining involves the process of extracting nontrivial knowledge or hidden patterns from large da...
Data mining involves nontrivial process of extracting knowledge or patterns from large databases. Ge...
This paper presents a dynamic adaptation scheme for the frequency of inter-deme migration in distrib...
Dynamic optimization problems are a kind of optimization problems that involve changes over time. Th...
is an extension of the Genetic Algorithm (GA) that was created to promote guided diversity to improv...
This paper discusses the effect of randomization of migration rate in distributed genetic algorithms...
The genetic algorithm technique known as crowding preserves population diversity by pairing each off...
Traditionally in Genetic Algorithms, the mutation probability parameter maintains a constant value d...
Migration of individuals between populations may increase the selection pressure. This has the desir...