Selective bi-coordinate variations for resource allocation type problems
Igor Konnov ()
Computational Optimization and Applications, 2016, vol. 64, issue 3, No 8, 842 pages
Abstract:
Abstract We suggest a modification of the coordinate descent methods for resource allocation problems, which keeps the basic convergence properties of the gradient ones, but enables one to reduce the total computational expenses and to provide all the computations in a distributed manner. We describe applications to economic (auction) equilibrium problems and give preliminary results of computational tests.
Keywords: Optimization problems; Resource allocation; Local variations; Bi-coordinate descent; Decentralized exchange mechanism; 90C30; 90C25; 90C06; 91B32; 90B30; 68W15 (search for similar items in EconPapers)
Date: 2016
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Citations: View citations in EconPapers (3)
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DOI: 10.1007/s10589-016-9824-2
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