Cellular Evolutionary Algorithms Site

 

   

What Cellular Evolutionary Algorithm (cEAs) are

Introduction to cEAs
cEAs classification

Evolutionary Programming (EP)
Evolution Strategies (ES)
Genetic Algorithms (GA)
Genetic Programming (GP)

Structure of cEAs

Typical pseudocode for a cEA
Operators of cEAs

Selection
Reproduction
      Recombination
      Mutation
      Reordering
Replacement

Structure of individuals
The neighborhood
The concept of ratio

Research in cEAs

Changing the ratio during execution
Parallelization on SIMD machines
Parallelization on MIMD machines
Synchronous vs. asynchronous cEAs
Measures of evolution in cEAs
Varying the population density

References

Bibliography
Links

Bernabé Dorronsoro
January 24, 2003