A new evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms: The case of neural networks optimization.
Fevrier ValdezPatricia MelinOlivia MendozaPublished in: IJCNN (2008)
Keyphrases
- neural network
- genetic algorithm
- fuzzy logic
- optimization method
- particle swarm optimization
- optimization algorithm
- pattern recognition
- optimization process
- significant improvement
- cost function
- fuzzy reasoning
- similarity measure
- detection method
- neural nets
- pairwise
- evolutionary strategy
- evolution strategy
- particle swarm optimization algorithm
- hybrid algorithm
- artificial intelligence
- evolutionary computation
- objective function
- pso algorithm
- global optimization
- support vector machine
- expert systems
- fuzzy membership functions