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Convex Cost Multicommodity Flow Problems: Applications and Algorithms
Aristotle University of Thessaloniki.
2013 (English)Other (Other (popular science, discussion, etc.))
Abstract [en]

We review and analyze nonlinear programming approaches to model-ing and solving certain flow problems in telecommunications, trans-portation and supply chain management. We emphasize the commonaspects of telecommunications and road networks, and indicate the im-portance of game theoretic and equilibrium approaches. Algorithmsbased on the Frank-Wolfe method are developed in depth and theirimplementations on sequential and parallel machines are discussed andevaluated for large-scale real-world networks. Several research direc-tions are also stated.SUMMER COURSE ON OPERATIONAL RESEARCH AND APPLICATIONS, May 15-18, 2013LABORATORY OF ALGORITHMS AND TECHNOLOGIES FOR NETWORK ANALYSIS (LATNA)HIGHER SCOOL OF ECONOMICS (HSE)NATIONAL RESEARCH UNIVERSITYNizhny Novgorod, Russian Federationhttp://nnov.hse.ru/en/latna/conferences/school2013

Place, publisher, year, pages
2013. , 97 p.
Keyword [en]
nonlinear optimization, Frank-Wolfe algorithm, condi- tional gradient algorithm, flow deviation algorithm, regularized Frank- Wolfe algorithm, simplicial decomposition, routing, flow assignment, traffic assignment, transportation problems, equilibrium flows, team games, Nash equilibrium, Wardrop’s principle, bilevel programming, Stackelberg game, capacity assignment, network design, supply chain management, parallel computing, Mathematics
Keyword [sv]
nonlinear optimization, condi- tional gradient algorithm, flow deviation algorithm, regularized Frank- Wolfe algorithm, simplicial decomposition, routing, flow assignment, traffic assignment, transportation problems, equilibrium flows, team games, Nash equilibrium, Wardrop’s principle, bilevel programming, Stackelberg game, capacity assignment, network design, supply chain management, parallel computing, Matematik
National Category
Production Engineering, Human Work Science and Ergonomics
Research subject
Industrial Logistics
Identifiers
URN: urn:nbn:se:ltu:diva-33282DOI: 10.13140/2.1.3071.3120Local ID: 0a8ebe0f-82f3-45b8-8c6b-7654f750112fOAI: oai:DiVA.org:ltu-33282DiVA: diva2:1006520
Note
Upprättat; 2013; 20150306 (athmig)Available from: 2016-09-30 Created: 2016-09-30Bibliographically approved

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Migdalas, Athanasios
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