Maintaining Genetic Diversity in Multimodal Evolutionary Algorithms using Population Injection.
Robin Mueller-BadyMartin KappesInmaculada Medina-BuloFrancisco Palomo-LozanoPublished in: GECCO (Companion) (2016)
Keyphrases
- evolutionary algorithm
- population diversity
- island model
- fitness landscape
- evolutionary process
- genetic algorithm
- mutation operator
- premature convergence
- estimation of distribution algorithms
- evolutionary computation
- optimization problems
- multi objective
- genetic programming
- crossover operator
- simulated annealing
- differential evolution
- multi objective optimization
- initial population
- fitness function
- evolutionary strategy
- evolution strategy
- genetic operators
- multi modal
- multi objective evolutionary algorithms
- population size
- evolution process
- differential evolution algorithm
- evolutionary search
- population genetics
- pareto optimal solutions
- crossover and mutation
- convergence speed
- population dynamics
- nsga ii
- fitness sharing
- human genome
- neural network
- multimodal interaction
- evolvable hardware
- multimedia