An efficient hybrid approach for optimization using simulated annealing and grasshopper algorithm for IoT applications.
Faria SajjadMuhammad RashidAfia ZafarKainat ZafarBenish FidaAli ArshadSaman RiazAshit Kumar DuttaJoel J. P. C. RodriguesPublished in: Discov. Internet Things (2023)
Keyphrases
- simulated annealing
- experimental evaluation
- solution quality
- combinatorial optimization
- cost function
- optimization method
- optimization process
- optimization algorithm
- k means
- learning algorithm
- preprocessing
- significant improvement
- times faster
- dynamic programming
- global search
- simulated annealing algorithm
- matching algorithm
- optimization methods
- improved algorithm
- segmentation algorithm
- computationally efficient
- particle swarm optimization
- objective function
- worst case
- computational cost
- optimal solution
- np hard
- evolution strategy
- stochastic search
- stochastic gradient
- tree structure
- energy function
- metaheuristic
- detection algorithm
- theoretical analysis
- association rules
- computational complexity
- feature selection