GPCG: A Case Study in the Performance and Scalability of Optimization Algorithms
Steven BensonLois C. McInnesJorge J. MoréPublished in: CoRR (2001)
Keyphrases
- optimization problems
- significant improvement
- computation intensive
- case study
- highly scalable
- computational cost
- recently developed
- machine learning algorithms
- stochastic gradient
- highly efficient
- data clustering
- orders of magnitude
- benchmark datasets
- computationally efficient
- learning algorithm
- neural network
- optimization algorithm
- classification algorithm
- combinatorial optimization
- theoretical analysis
- search space
- computational complexity
- stochastic search
- genetic algorithm