A discrete differential evolution with local search particle swarm optimization to direct angle and aperture optimization in IMRT treatment planning problem.
Ali FallahiMehdi MahnamSeyed Taghi Akhavan NiakiPublished in: Appl. Soft Comput. (2022)
Keyphrases
- treatment planning
- differential evolution
- particle swarm optimization
- global search
- solving global optimization problems
- convergence speed
- optimization method
- optimization algorithm
- evolution strategy
- global optimization
- computer aided
- particle swarm
- pso algorithm
- parameter optimization
- particle swarm optimization algorithm
- real coded
- global optimization problems
- image guided
- ct images
- multi objective
- genetic algorithm
- evolutionary algorithm
- particle swarm optimization pso
- imaging modalities
- differential evolution algorithm
- evolutionary strategy
- mutation operator
- radiation therapy
- premature convergence
- accurate segmentation
- binary particle swarm optimization
- swarm intelligence
- intensity modulated radiation therapy
- clinical applications
- cancer patients
- optimization problems
- metaheuristic
- simulated annealing
- search space
- combinatorial optimization
- ant colony optimization
- medical images
- medical data
- ct scans
- medical imaging
- treatment plan
- image analysis
- crossover operator
- function optimization
- artificial bee colony
- automated segmentation
- constrained optimization
- computed tomography
- biogeography based optimization