Fast parallelization of differential evolution algorithm using MapReduce.
Chi ZhouPublished in: GECCO (2010)
Keyphrases
- differential evolution algorithm
- parallel processing
- differential evolution
- evolutionary algorithm
- control parameters
- global numerical optimization
- cloud computing
- initial population
- mutation operation
- scale factor
- parallel programming
- optimization model
- optimization algorithm
- shared memory
- genetic algorithm
- traveling salesman problem
- evolutionary computation
- particle swarm
- convergence speed
- machine learning
- optimization problems
- genetic programming
- neural network