Escaping Local Optima using Crossover with Emergent or Reinforced Diversity.
Duc-Cuong DangTobias FriedrichTimo KötzingMartin S. KrejcaPer Kristian LehrePietro S. OlivetoDirk SudholtAndrew M. SuttonPublished in: CoRR (2016)
Keyphrases
- premature convergence
- global optima
- mutation operator
- evolutionary algorithm
- differential evolution
- genetic algorithm ga
- evolutionary process
- cauchy mutation
- pso algorithm
- crossover and mutation
- optimization algorithm
- population diversity
- crossover operator
- genetic algorithm
- fitness function
- particle swarm optimization
- candidate solutions
- multi objective
- genetic programming
- particle swarm optimization pso
- global search
- solution space
- particle swarm
- particle swarm optimisation
- optimization problems
- simulated annealing
- multi objective optimization
- selection strategy
- evolutionary computation
- hybrid algorithm
- genetic operators
- initial population
- particle swarm optimization algorithm
- convergence rate
- global optimization
- function optimization
- optimal solution
- fitness landscape
- search space
- artificial neural networks
- optimization method
- real time