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A Unified Class of Directly Solvable Semidefinite Programming Problems

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Abstract

We propose a class of semidefinite programming (SDP) problems for which an optimal solution can be calculated directly, i.e., without using an iterative method. Several classes of such SDP problems have been proposed. Among them, Vanderbei and Yang (1995), Ohara (1998), and Wolkovicz (1996) are well known. We show that our class contains all of the three classes as special cases.

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References

  • Alizadeh, F. (1995). “Interior Point Methods in Semidefinite Programming with Application to Combinatorial Optimization.” SIAM J. Optim. 5, 13–51.

    Article  Google Scholar 

  • Faraut, J. and A. Korányi. (1994). Analysis on Symmetric Cones. New York: Oxford University Press.

    Google Scholar 

  • Nesterov, Y. and A. Nemirovski. (1994). Interior-Point Polynomial Algorithms in Convex Programming. SIAM.

  • Ohara, A. (1998). “Information Geometric Analysis of Semidefinite Programming Problems.” Proc. Institute Statist. Math. 46, 317–333 (in Japanese).

    Google Scholar 

  • Ohara, A. (1999). “Information Geometric Analysis of an Interior Point Method for Semidefinite Programming.” In O.E. Barndorff-Nielsen and E.B.V. Jensen (eds.), Geometry in Present Day Science. World Scientific.

  • Vanderbei, R. and B. Yang. (1995). “The Simplest SDP is Trivial.” Math. Operations Res. 20, 590–596.

    Article  Google Scholar 

  • Wolkovicz, H. (1996). “Explicit Solutions for Interval Semidefinite Linear Programs.” Linear Algebra Appl. 236, 95–104.

    Google Scholar 

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Correspondence to Masakazu Muramatsu.

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Muramatsu, M. A Unified Class of Directly Solvable Semidefinite Programming Problems. Ann Oper Res 133, 85–97 (2005). https://doi.org/10.1007/s10479-004-5025-y

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  • DOI: https://doi.org/10.1007/s10479-004-5025-y

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