Load balance aware distributed differential evolution for computationally expensive optimization problems.
Ning MaXiao Fang LiuZhi-Hui ZhanJing-Hui ZhongJun ZhangPublished in: GECCO (Companion) (2017)
Keyphrases
- computationally expensive
- differential evolution
- load balance
- evolutionary algorithm
- optimization problems
- load balancing
- computing resources
- differential evolution algorithm
- round robin
- optimization method
- multi objective
- optimization algorithm
- scheduling algorithm
- mutation operator
- particle swarm optimization
- computationally efficient
- evolution strategy
- fitness function
- metaheuristic
- multi objective optimization problems
- distributed systems
- global optimization problems
- genetic algorithm
- optimization methods
- numerical optimization problems
- candidate solutions
- crossover operator
- genetic programming
- parameter optimization
- cost function
- nsga ii
- objective function
- traveling salesman problem
- combinatorial optimization
- genetic algorithm ga
- mobile agents
- cloud computing
- peer to peer
- artificial neural networks
- multi agent
- solving global optimization problems