Enhancing Population Diversity by Integrating Iterative Local Search with Deep Convolutional Generative Adversarial Networks (GANs).
Ruiran YuYuhan XuHaowei PengMeng-Hui ChenPublished in: ICPR (2022)
Keyphrases
- population diversity
- evolutionary algorithm
- convergence speed
- global search
- search efficiency
- particle swarm optimization
- deep learning
- premature convergence
- crossover operator
- solution quality
- genetic algorithm
- simulated annealing
- mutation operator
- generative model
- memetic algorithm
- optimal solution
- genetic algorithm ga
- fitness values
- evolutionary strategy
- selection operator
- search algorithm
- evolutionary computation
- multi objective
- artificial neural networks
- unsupervised learning
- optimization problems
- search space
- search capabilities
- information retrieval
- machine learning
- neural network