Differential Evolution With a Variable Population Size for Deployment Optimization in a UAV-Assisted IoT Data Collection System.
Pei-Qiu HuangYong WangKezhi WangKun YangPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2020)
Keyphrases
- differential evolution
- population size
- initial population
- optimization algorithm
- genetic algorithm
- optimization method
- evolution strategy
- real coded
- differential evolution algorithm
- evolutionary algorithm
- parameter optimization
- global optimization problems
- convergence speed
- crossover rate
- particle swarm optimization
- mutation operator
- evolutionary strategy
- particle swarm
- particle swarm optimization pso
- mutation rate
- mutation strategy
- multi objective optimization
- multi objective
- optimization problems
- optimization process
- hybrid algorithm
- premature convergence
- evolutionary programming
- optimization methods
- parameter settings
- global optimization
- crossover operator
- global search
- optimization model
- nsga ii
- evolutionary computation
- control algorithm
- constrained optimization
- genetic operators
- step size
- pso algorithm
- genetic algorithm ga
- markov chain
- genetic programming
- search space