On the Evaluation Complexity of Composite Function Minimization with Applications to Nonconvex Nonlinear Programming.
We estimate the worst-case complexity of minimizing an unconstrained, nonconvex composite objective with a structured nonsmooth term by means of some first-order methods. We find that it is unaffected by the nonsmoothness of the objective in that a first-order trust-region or quadratic regularizatio...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2011
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