Geodesic
On the convergence of the conditional gradient method in distributed optimization problems
Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 51 (2011) no. 9, pp. 1616-1629

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A theorem is stated on sufficient conditions for the convergence of the conditional gradient method as applied to the optimization of a nonlinear controlled functional–operator equation in a Banach ideal space. The theory is illustrated by application to the controlled Goursat–Darboux problem. 
@article{ZVMMF_2011_51_9_a4,
     author = {A. V. Chernov},
     title = {On the convergence of the conditional gradient method in distributed optimization problems},
     journal = {\v{Z}urnal vy\v{c}islitelʹnoj matematiki i matemati\v{c}eskoj fiziki},
     pages = {1616--1629},
     publisher = {mathdoc},
     volume = {51},
     number = {9},
     year = {2011},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ZVMMF_2011_51_9_a4/}
}
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A. V. Chernov. On the convergence of the conditional gradient method in distributed optimization problems. Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 51 (2011) no. 9, pp. 1616-1629. http://geodesic.mathdoc.fr/item/ZVMMF_2011_51_9_a4/