Ioannis C. Demetriou and Panos M. Pardalos (eds): Approximation and Optimization: Algorithms, Complexity and Applications.
Oleg BurdakovPublished in: Oper. Res. Forum (2020)
Keyphrases
- computational complexity
- optimization problems
- monte carlo sampling
- computationally efficient
- worst case
- significant improvement
- discrete optimization
- computational cost
- lower complexity
- combinatorial optimization
- space complexity
- error bounds
- memory requirements
- stochastic gradient
- data structure
- high computational complexity
- optimization process
- global optimization
- orders of magnitude
- optimization algorithm
- recently developed
- constrained optimization
- optimization procedure
- complexity analysis
- times faster
- approximation error
- stochastic search
- special case
- reinforcement learning