A modified differential evolution-based combined routing and sleep scheduling scheme for lifetime maximization of wireless sensor networks.
Souvik KunduSwagatam DasAthanasios V. VasilakosSubhodip BiswasPublished in: Soft Comput. (2015)
Keyphrases
- differential evolution
- wireless sensor networks
- routing scheme
- network lifetime
- routing algorithm
- energy consumption
- evolutionary algorithm
- routing protocol
- differential evolution algorithm
- maximum lifetime
- optimization algorithm
- particle swarm optimization
- test functions
- data aggregation
- residual energy
- convergence speed
- mutation operator
- data gathering
- biological inspired
- sensor networks
- genetic algorithm
- particle swarm optimization pso
- ad hoc networks
- energy efficiency
- wireless ad hoc networks
- multi objective optimization
- global optimization problems
- optimization method
- parameter optimization
- function optimization problems
- energy efficient
- scheduling problem
- reduce the energy consumption
- sensor nodes
- direct search
- multi hop
- solving global optimization problems
- evolution strategy
- numerical optimization problems
- evolutionary programming
- base station
- mobile nodes
- hybrid algorithm
- artificial bee colony
- real coded
- pso algorithm
- multi objective
- harmony search
- numerical optimization
- cluster head
- particle swarm
- crossover operator
- support vector machine
- evolutionary strategy
- shortest path
- routing problem
- control parameters
- global optimization