Numerical Optimization of the Energy Consumption for Wireless Sensor Networks Based on an Improved Ant Colony Algorithm.
Kai-Chun ChuDer-Juinn HorngKuo-Chi ChangPublished in: IEEE Access (2019)
Keyphrases
- ant colony algorithm
- numerical optimization
- energy consumption
- wireless sensor networks
- energy efficient
- ant colony
- global optimization
- energy efficiency
- sensor nodes
- sensor networks
- artificial immune system
- test functions
- energy conservation
- mathematical model
- energy saving
- base station
- ant colony optimization
- routing protocol
- routing algorithm
- data transmission
- data center
- multi hop
- energy aware
- evolution strategy
- data gathering
- data aggregation
- distribution network
- topology control
- reduce the energy consumption
- bp neural network
- save energy
- pso algorithm
- residual energy
- artificial bee colony
- svm classification
- network lifetime
- resource limitations
- metaheuristic
- evolutionary computation
- approximation methods
- cluster head
- fault diagnosis
- wireless networks
- total energy
- multi objective
- evolutionary algorithm
- node selection
- data sets