Escaping Local Optima with Diversity Mechanisms and Crossover.
Duc-Cuong DangTobias FriedrichTimo KötzingMartin S. KrejcaPer Kristian LehrePietro S. OlivetoDirk SudholtAndrew M. SuttonPublished in: GECCO (2016)
Keyphrases
- premature convergence
- evolutionary algorithm
- global optima
- mutation operator
- genetic algorithm ga
- differential evolution
- cauchy mutation
- particle swarm optimisation
- genetic algorithm
- candidate solutions
- global search
- optimization algorithm
- particle swarm
- population diversity
- genetic programming
- crossover and mutation
- selection strategy
- crossover operator
- multi objective
- pso algorithm
- optimal solution
- solution space
- mechanisms underlying
- simulated annealing
- convergence rate
- building blocks
- computational model
- mechanism design
- website
- particle swarm optimization
- initial population
- hybrid algorithm
- fitness function
- computationally expensive
- optimization method
- particle swarm optimization pso
- particle swarm optimization algorithm