haku: @author Meyer, R. R. / yhteensä: 3
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Tekijä: | Feijoo, B. Meyer, R. R. |
Otsikko: | Piecewise-linear approximation methods for nonseparable convex optimization. |
Lehti: | Management Science
1988 : MAR, VOL. 34:3, p. 411-419 |
Asiasana: | OPTIMIZATION |
Kieli: | eng |
Tiivistelmä: | An algorithm is described for the solution of non-separable convex optimization problems. This method utilizes iterative piecewise-linear approximation of the non-separable objective function, but requires function values only along a translated set of axes, thereby avoiding the course of dimensionality commonly associated with grid methods for multidimensional problems. The method is well-suited to linearly constrained large-scale optimization, since the direction-finding problems reduce to linear programs of manageable size. |
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