Asynchronous gradient algorithms for a class of convex separable network flow problems

Asynchronous gradient algorithms for a class of convex separable network flow problems

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Article ID: iaor19981316
Country: Netherlands
Volume: 5
Issue: 3
Start Page Number: 187
End Page Number: 205
Publication Date: May 1996
Journal: Computational Optimization and Applications
Authors:
Keywords: gradient methods
Abstract:

We consider the single commodity strictly convex network flow problem. The dual of this problem is unconstrained, differentiable, and well suited for solution via distributed or parallel iterative methods. We present and prove convergence of gradient and asynchronous gradient algorithms for solving the dual problem. Computational results are given and analysed.

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