Geodesic
A Continuous Conditional Gradient Method
Yugoslav journal of operations research, Tome 9 (1999) no. 2, p. 169 .

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In this paper we study the continuous conditional gradient method to solve convex minimization problems in Hilbert space. First , sufficient conditions for convergence are provided and the convergence rate is found for a minimization problem with a strong convex function. Then, the regularized method is considered for a minimization problem with inaccurate initial data. Regularization is based on the continuous conditional gradient method in conjunction with the penalty function method. The sufficient conditions for the convergence of the regularized method are presented, the regularizing operator is constructed, and a stopping rule for the continuous process is proposed.
Classification : 90C25 90C52
Keywords: Continuous methods, conditional gradient, regularization. 
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     author = {Milojica Ja\'cimovi\'c and Andjelija Geary},
     title = {A {Continuous} {Conditional} {Gradient} {Method}},
     journal = {Yugoslav journal of operations research},
     pages = {169 },
     publisher = {mathdoc},
     volume = {9},
     number = {2},
     year = {1999},
     zbl = {1006.90061},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/YJOR_1999_9_2_a1/}
}
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Milojica Jaćimović; Andjelija Geary. A Continuous Conditional Gradient Method. Yugoslav journal of operations research, Tome 9 (1999) no. 2, p. 169 . http://geodesic.mathdoc.fr/item/YJOR_1999_9_2_a1/