Genetic algorithms with DNN-based trainable crossover as an example of partial specialization of general search.
Alexey PotapovSergey RodionovPublished in: CoRR (2018)
Keyphrases
- genetic algorithm
- evolutionary algorithm
- genetic programming
- search space
- search algorithm
- special case
- search capabilities
- genetic search
- evolution process
- differential evolution
- mutation operator
- search strategies
- neural network
- closely related
- metaheuristic
- genetic algorithm ga
- fitness function
- global search
- search tools
- multi objective
- search queries
- crossover operator
- genetic operators
- search efficiency
- initial population
- candidate solutions
- artificial neural networks
- website
- explore the search space