PSO with Dynamic Adaptation of Parameters for Optimization in Neural Networks with Interval Type-2 Fuzzy Numbers Weights.
Fernando GaxiolaPatricia MelinFevrier ValdezJuan R. CastroAlain Manzo-MartinezPublished in: Axioms (2019)
Keyphrases
- fuzzy numbers
- dynamic adaptation
- inertia weight
- neural network
- particle swarm optimization algorithm
- particle swarm optimization
- pso algorithm
- particle swarm optimization pso
- global search
- pairwise comparison
- global optimization
- optimization algorithm
- particle swarm
- evolution strategy
- real numbers
- convergence speed
- fuzzy sets
- triangular fuzzy numbers
- fuzzy linear programming
- linguistic variables
- pattern recognition
- optimization method
- intuitionistic fuzzy
- interval valued
- multi attribute decision making
- genetic algorithm
- back propagation
- global exponential stability
- multicriteria decision making
- optimization problems
- group decision making
- simulated annealing
- optimization methods
- bp neural network
- hybrid algorithm
- score function
- intuitionistic fuzzy sets
- evolutionary algorithm
- differential evolution
- neural network model
- fuzzy logic
- fuzzy measures
- search algorithm
- fuzzy systems
- friendly interface
- swarm intelligence
- fault tree analysis
- machine learning