Optimal Solving of Permutation-based Optimization Problems on Heterogeneous CPU/GPU Clusters.
Jan GmysPublished in: HPCS (2018)
Keyphrases
- optimization problems
- heterogeneous computing
- combinatorial optimization
- finding optimal
- nonlinear programming
- cost function
- clustering algorithm
- evolutionary algorithm
- real time
- metaheuristic
- gpu implementation
- graphics processors
- data points
- optimal solution
- objective function
- graphics processing units
- dynamic programming
- convex optimization problems
- data clustering
- multithreading
- graphics hardware
- implicit enumeration
- parallel computing
- parallel implementation
- optimal control
- optimization methods
- fuzzy c means
- worst case
- genetic algorithm
- neural network
- data sets