The BFGS method with exact line searches fails for non-convex objective functions.
Walter F. MascarenhasPublished in: Math. Program. (2004)
Keyphrases
- objective function
- cost function
- significant improvement
- high precision
- detection method
- computational cost
- similarity measure
- optimization method
- optimization algorithm
- edge detection
- high accuracy
- preprocessing
- optimization problems
- linear programming
- model selection
- lower bound
- segmentation method
- computational complexity
- decision trees
- global optimum