FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices.
Jeng-Shyang PanPei-Cheng SongJyh-Horng ChouJunzo WatadaShu-Chuan ChuPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- differential evolution
- resource constrained
- optimization algorithm
- general purpose
- optimization method
- evolution strategy
- embedded systems
- parameter optimization
- evolutionary algorithm
- real coded
- global optimization problems
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- harmony search
- direct search
- particle swarm
- evolutionary strategy
- resource constraints
- test functions
- wireless sensor networks
- sensor networks
- particle swarm optimization pso
- multi objective
- optimization problems
- mutation operator
- multi objective optimization
- genetic algorithm
- numerical optimization problems
- solving global optimization problems
- global optimization
- crossover operator
- artificial neural networks
- rfid tags
- global search
- biogeography based optimization
- sensor nodes
- low cost
- real time
- multipath
- pso algorithm
- function optimization
- scheduling problem
- neural network