Scaling in distributed evolutionary algorithms with persistent population.
Juan Julián Merelo GuervósAntonio Mora GarcíaJ. Albert CruzAnna Isabel Esparcia-AlcázarCarlos CottaPublished in: IEEE Congress on Evolutionary Computation (2012)
Keyphrases
- evolutionary algorithm
- mutation operator
- population diversity
- multi objective
- evolutionary computation
- differential evolution
- initial population
- optimization problems
- evolutionary process
- evolution process
- distributed systems
- fitness function
- multi objective optimization
- cooperative
- evolutionary strategy
- distributed environment
- differential evolution algorithm
- heterogeneous environments
- fitness sharing
- genetic operators
- lightweight
- genetic programming
- genetic algorithm
- premature convergence
- crossover operator
- computer networks
- mobile agents
- information systems
- evolutionary search
- demographic data
- island model
- real time