An Efficient Algorithm for Resource Allocation in Mobile Edge Computing Based on Convex Optimization and Karush-Kuhn-Tucker Method.
Kaijing WangShelily F. AkhtarFahad Ahmed Al-ZahraniPublished in: Complex. (2023)
Keyphrases
- resource allocation
- convex optimization
- dynamic programming
- cost function
- objective function
- computational complexity
- alternating direction method of multipliers
- primal dual
- convergence rate
- learning algorithm
- decomposition method
- energy function
- distance metric
- optimization method
- globally optimal
- karush kuhn tucker
- worst case
- combinatorial optimization
- global optimality
- linear programming
- special case
- image processing
- constrained optimization
- np hard
- pairwise
- convex relaxation
- simulated annealing
- support vector machine