Abstract
Given a graph G and a (multi-)set of pairs of vertices in it, the classical NP-hard maximum edge-disjoint-paths problem (MDP) is to connect as many of the given pairs as possible using pairwise edge-disjoint paths in G. We study a relative of this problem: we have a network with fixed link capacities that may have to service large demands when necessary. In particular, individual demands are allowed to exceed capacities, and thus flows for some request pairs necessarily have to be split into different flow-paths. This is the framework for computational problems arising from: (i) electrical power networks due to the proposed deregulation of the electric utility industry in the USA, and (ii) applications such as real-time Internet services (e.g., telephone, fax, video). We show that these problems come in a few variants, some efficiently solvable and many NP-hard; we also present approximation algorithms for many of the NP-hard variants presented. Some of our approximation algorithms benefit from certain improved tail estimates that we derive; the latter also yield improved approximations for a family of packing integer programs.
This work has been supported by EPRI and Department of Energy under Contract W-7405-ENG-36.
Work done while visiting Los Alamos National Laboratory, Los Alamos NM 87545.
Supported in part by National University of Singapore Academic Research Fund Grant RP970607.
Part of this work was done while visiting Los Alamos National Laboratory, Los Alamos NM 87545. Supported in part by NSF CAREER Award CCR-9501355.
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R. K. Ahuja, T. L. Magnanti, and J. B. Orlin. Network flows: theory, algorithms, and applications. Prentice Hall, Englewood Cliffs, New Jersey, 1993.
D. Bertsekas, G. Lauer, N. Sandell and T.A. Posberg. Solution of large scale optimal unit commitment problems. Transactions on Power Apparatus and Systems, PAS 101(1), 1982.
D. Cook, V. Faber, M. Marathe, A. Srinivasan and Y. J. Sussmann. Combinatorial Problems in Production and Transmission of Electric Power: Theory and Experimental Results. Technical Report LAUR-97-2321, Los Alamos National Laboratory, Los Alamos, NM, 87545.
The Economist, Asian edition. From circuits to packets, in Survey on Telecommunications, pages 25–27, September 13th–19th, 1997.
EPRI-Workshop: Underlying Technical Issues in Electricity Deregulation, Technical report forthcoming, Electric Power Research Institute (EPRI), April 25–27, 1997.
The U. S. Federal Energy Regulatory Commission, Notice of Proposed Rulemaking (“NOPRA”) (Docket No. RM95-8-000, March 29, 1995).
C. M. Fortuin, J. Ginibre, and P. N. Kasteleyn. Correlational inequalities for partially ordered sets. Communications of Mathematical Physics, 22:89–103,1971.
J. Håstad. Testing of the long code and hardness for clique. In Proc. ACM Symposium on the Theory of Computing, pages 11–19, 1996.
J. Kleinberg. Approximation algorithms for disjoint paths problems. PhD Thesis, Department of EECS, MIT, 1996.
J. Kleinberg. Single-source unsplittable flow. In Proc. IEEE Symposium on Foundations of Computer Science, pages 68–77, 1996.
S. G. Kolliopoulos and C. Stein. Improved approximation algorithms for unsplittable flow problems. In Proc. IEEE Symposium on Foundations of Computer Science, 1997.
G. Lawton, In Search of Real-Time Internet Services. In IEEE Computer, pages 14–16, November 1997.
J. Muckstadt and S. Koenig. An application of Lagrangean relaxation to scheduling in power generation systems. Operations Research, 25(3):387–403, 1977.
C. Pang and H. Chen. Optimal short-term unit commitment. Transactions on Power Apparatus and System, 1976.
A. Srinivasan. Improved approximations of packing and covering problems. In Proc. ACM Symposium on the Theory of Computing, pages 268–276, 1995.
A. Srinivasan. Improved approximations for edge disjoint paths, unsplittable flow, and related routing problems. In Proc. IEEE Foundations on Computer Science, pages 416–425, 1997.
A.M. Wildberger. Issues associated with real time pricing. Unpublished Technical report, Electric Power Research Institute (EPRI), 1997.
A. M. Wildberger. Brief Overview of power systems operations, & Planning from the point of view of Mathematical Modeling, Simulation and Computation with Selected References to Books, EPRI Reports, Available Software & Web Sites. Unpublished Manuscript, Electric Power Research Institute (EPRI), 1997.
A.M. Wildberger. Autonomous adaptive agents for the distributed control of the power grid in a competitive electric power industry. Keynote Address, IEEE Symposium on Knowledge Engineering and Systems, KES'97, Adelaide, Australia, 1997.
Websites: http://www.magicnet.net/∼metzler/page2d.html and http://www.enron.com/choice/dereg.fset.html (also see references therein).
A.J. Wood and B.F. Wollenberg. Power Generation, Operation and Control. John Wiley and Sons, 1996.
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Cook, D., Faber, V., Marathe, M., Srinivasan, A., Sussmann, Y.J. (1998). Low-bandwidth routing and electrical power networks. In: Larsen, K.G., Skyum, S., Winskel, G. (eds) Automata, Languages and Programming. ICALP 1998. Lecture Notes in Computer Science, vol 1443. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0055088
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DOI: https://doi.org/10.1007/BFb0055088
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