Local Optima in Diversity Optimization: Non-trivial Offspring Population is Essential.
Denis AntipovAneta NeumannFrank NeumannPublished in: CoRR (2024)
Keyphrases
- evolutionary algorithm
- optimization algorithm
- mutation operator
- population diversity
- premature convergence
- fitness values
- candidate solutions
- optimization problems
- crossover operator
- optimization method
- initial population
- fitness function
- differential evolution
- global optimization
- multi objective
- function optimization
- evolution process
- global optima
- multi objective evolutionary algorithms
- fitness landscape
- global search
- optimization process
- genetic algorithm
- evolution strategy
- genetic operators
- crossover and mutation
- search space
- particle swarm optimization
- evolutionary computation
- genetic algorithm ga
- population size
- real time
- multi population
- database systems
- evolutionary strategy
- evolutionary process
- optimization model
- combinatorial optimization
- optimal solution
- optimization strategies
- optimization methods
- multi objective optimization
- memetic algorithm
- machine learning