Performance Evaluation of Optimization Algorithms based on GPU using CUDA Architecture.
Yunkio KawanoFevrier ValdezOscar CastilloPublished in: LA-CCI (2018)
Keyphrases
- optimization problems
- discrete optimization
- approximately optimal
- computational complexity
- computational cost
- optimization algorithm
- graphics processing units
- combinatorial optimization
- image processing algorithms
- computation intensive
- dedicated hardware
- real time
- theoretical analysis
- data structure
- optimization procedure
- evolution strategy
- orders of magnitude
- benchmark datasets
- stochastic search
- optimization approaches
- efficient optimization
- learning algorithm