Dynamic opposite learning enhanced dragonfly algorithm for solving large-scale flexible job shop scheduling problem.
Dongsheng YangMingliang WuDi LiYunlang XuXianyu ZhouZhile YangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- learning algorithm
- learning speed
- learning phase
- cost function
- computational complexity
- detection algorithm
- optimization algorithm
- theoretical analysis
- preprocessing
- k means
- dynamic environments
- computational cost
- high accuracy
- worst case
- times faster
- benchmark problems
- online learning
- simulated annealing
- prior knowledge
- learning process
- similarity measure
- optimal solution
- genetic algorithm
- recognition algorithm
- learning rules
- job shop scheduling problem
- convergence rate
- learning tasks
- combinatorial optimization
- matching algorithm
- segmentation algorithm
- expectation maximization
- supervised learning
- np hard
- reinforcement learning
- search space
- objective function