Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization.
Jun-Rong JianZong-Gan ChenZhi-Hui ZhanJun ZhangPublished in: IEEE Trans. Evol. Comput. (2021)
Keyphrases
- encoding scheme
- particle swarm
- evolutionary computation
- genetic algorithm
- optimization method
- evolutionary algorithm
- swarm intelligence
- fitness function
- optimisation problems
- encoding schemes
- optimization strategy
- hybrid optimization algorithm
- evolutionary strategy
- multi objective
- evolutionary process
- genetic programming
- particle swarm optimization
- premature convergence
- differential evolution
- optimization methods
- computational intelligence
- simulated annealing
- optimization problems
- hybrid algorithm
- optimization algorithm
- genetic algorithm ga
- particle swarm optimisation
- fuzzy logic
- estimation of distribution algorithms
- particle swarm optimization algorithm
- memetic algorithm
- job shop scheduling problem
- evolutionary search
- multi objective optimization
- nature inspired algorithms
- artificial neural networks
- test functions
- neural network
- pso algorithm
- mutation operator
- binary codes
- ant colony optimization
- evolution strategy
- optimal solution