Comparison of advanced large-scale minimization algorithms for the solution of inverse ill-posed problems.
Aleksey K. AlekseevI. Michael NavonJeff L. StewardPublished in: Optim. Methods Softw. (2009)
Keyphrases
- recently developed
- benchmark datasets
- real world
- computationally expensive
- real life
- orders of magnitude
- optimization problems
- optimization procedure
- efficient solutions
- iterative algorithms
- theoretical analysis
- worst case
- data structure
- optimal solution
- decision trees
- stationary points
- greedy strategy
- constrained minimization
- approximate solutions
- times faster
- computational efficiency
- machine learning algorithms
- computational complexity
- learning algorithm