A pattern-based algorithm with fuzzy logic bin selector for online bin packing problem.
Bingchen LinJiawei LiTianxiang CuiHuan JinRuibin BaiRong QuJon GaribaldiPublished in: Expert Syst. Appl. (2024)
Keyphrases
- learning algorithm
- fuzzy logic
- knapsack problem
- preprocessing
- computational complexity
- neural network
- variable sized
- optimization algorithm
- cost function
- decision making
- search space
- experimental evaluation
- computational cost
- worst case
- high accuracy
- times faster
- input data
- matching algorithm
- detection algorithm
- real time
- optimal solution
- bin packing
- convergence rate
- combinatorial optimization
- objective function
- significant improvement
- theoretical analysis
- genetic algorithm
- particle swarm optimization
- online learning
- simulated annealing
- computational intelligence
- np hard
- data mining
- improved algorithm