An Investigation into the Use of Swarm Intelligence for an Evolutionary Algorithm Optimisation - The Optimisation Performance of Differential Evolution Algorithm Coupled with Stochastic Diffusion Search.
Mohammad Majid al-RifaieJohn Mark BishopTim BlackwellPublished in: IJCCI (ECTA-FCTA) (2011)
Keyphrases
- evolutionary algorithm
- differential evolution algorithm
- swarm intelligence
- evolutionary computation
- differential evolution
- genetic algorithm
- particle swarm optimization pso
- particle swarm
- particle swarm optimization
- multi objective
- optimization problems
- ant colony optimization
- genetic programming
- simulated annealing
- fitness function
- evolutionary computing
- ant colonies
- mutation operator
- optimization method
- search algorithm
- search space
- swarm optimization
- multi objective optimization
- pso algorithm
- social insects
- computational intelligence
- genetic operators
- metaheuristic
- theoretical and empirical study
- optimization algorithm
- traveling salesman problem
- control parameters
- convergence speed
- hybrid algorithm
- collective behavior
- optimisation problems
- search procedure
- foraging behavior
- real time
- artificial immune system
- social behavior
- crossover operator
- social networks
- swarm robotics