Optimization of Wireless Sensor Node Parameters by Differential Evolution and Particle Swarm Optimization.
Pavel KrömerMichal PrauzekPetr MusílekTomás BartonPublished in: IBICA (2014)
Keyphrases
- differential evolution
- particle swarm optimization
- parameter optimization
- evolutionary strategy
- optimization algorithm
- optimization method
- wireless sensor networks
- evolution strategy
- convergence speed
- global optimization
- pso algorithm
- global optimization problems
- particle swarm
- sensor nodes
- evolutionary algorithm
- particle swarm optimization pso
- sensor networks
- real coded
- test functions
- multi objective
- differential evolution algorithm
- inertia weight
- wireless communication
- hybrid algorithm
- direct search
- particle swarm optimization algorithm
- population diversity
- harmony search
- multi hop
- numerical optimization problems
- energy consumption
- global search
- mutation operator
- body sensor networks
- premature convergence
- swarm intelligence
- mobile sensor networks
- genetic algorithm
- battery powered
- control parameters
- data transmission
- energy efficient
- optimization problems
- wireless networks
- solving global optimization problems
- ant colony optimization
- crossover operator
- biogeography based optimization
- routing protocol
- numerical optimization
- network connectivity
- energy efficiency
- artificial bee colony
- sensor data
- scale factor
- neural network
- parameter settings
- residual energy
- data streams
- mobile nodes