Evolution-based energy-efficient data collection system for UAV-supported IoT: Differential evolution with population size optimization mechanism.
Mohamed Abdel-BassetReda MohamedIbrahim AlrashdiKaram M. SallamIbrahim A. HameedPublished in: Expert Syst. Appl. (2024)
Keyphrases
- differential evolution
- energy efficient
- population size
- data collection
- initial population
- optimization algorithm
- wireless sensor networks
- optimization method
- genetic algorithm
- sensor networks
- evolutionary algorithm
- parameter optimization
- evolution strategy
- differential evolution algorithm
- global optimization problems
- energy consumption
- convergence speed
- crossover rate
- particle swarm
- particle swarm optimization
- mutation operator
- mutation rate
- particle swarm optimization pso
- multi objective
- optimization problems
- mutation strategy
- premature convergence
- hybrid algorithm
- energy efficiency
- base station
- optimization process
- multi objective optimization
- global optimization
- sensor nodes
- markov chain
- mobile computing
- parameter settings
- routing algorithm
- fitness function
- evolutionary computation
- neural network
- genetic operators
- optimization model
- global search
- crossover operator
- cloud computing
- genetic algorithm ga
- simulated annealing
- penalty function
- artificial neural networks
- natural selection
- pso algorithm
- data streams
- swarm intelligence