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The Optimal Solution of an Interval System of Linear Algebraic Equations

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Reliable Computing

Abstract

Both necessary and sufficient conditions for the coincidence of the interval hull of the united solution set and the algebraic solution for the arbitrary interval systems x = Mx + r satisfying the condition ρ (|M |)< 1 are proved in the paper. The necessary conditions are more restrictive than the sufficient ones, but almost always coincide with them.

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References

  1. Alefeld, G. and Herzberger, J.: Introduction to Interval Computations, Academic Press, New York, 1983.

    Google Scholar 

  2. Barth, W. and Nuding, E.: Optimale Lösung von Intervallgleichungssystemen, Computing 12(1974), pp. 117–125.

    Google Scholar 

  3. Beeck, H.: Bemerkungen zu komponentenweisen Abschätzungen bei linearen Gleichungssystemen mit fehlerhaften Daten, ZAMM 57(1977), T265–T266.

    Google Scholar 

  4. Beeck, H.: Über Struktur und Abschätzungen der Lösungsmenge von linearen Gleichungssystemen mit Intervallkoeffizienten, Computing 10(1972), pp. 231–244.

    Google Scholar 

  5. Beeck, H.: Zur Problematik der Hüllenbestimmung von Intervallgleichungssystemen, in: Nickel, K.(ed.), Interval Mathematics, Lecture Notes in Computer Science 29, Berlin–Heidelberg, 1975.

  6. Beeck, H.: Zur scharfen Außenabsch ätzung der Lösungsmenge bei linearen Intervallgleichungssystemen, ZAMM 54(1974), T208–T209.

    Google Scholar 

  7. Dobronets, B. S. and Shaydurov, V. V.: Two-Sided Numerical Methods, Nauka, Novosibirsk, 1990 (in Russian).

    Google Scholar 

  8. Gay, D. M.: Solving Interval Linear Equations, SIAM J. Numer. Anal. 19(4) (1982), pp. 858–870.

    Article  Google Scholar 

  9. Hansen, E. R.: Bounding the Solution of Interval Linear Equations, SIAM J. Numer. Anal. 29(1992), pp. 1493–1503.

    Article  Google Scholar 

  10. Hansen, E. R.: On Linear Algebraic Equations with Interval Coefficients, in: Hansen, E. R.(ed.), Topics in Interval Analysis, Oxford, 1969, pp. 35–46.

  11. Hansen, E. R.: Sharpness in Interval Computations, Reliable Computing 3(1) (1997), pp. 17–29.

    Article  Google Scholar 

  12. Hartfiel, D. J.: Concerning the Solution Set of Ax = b where PAQ and pbq, Numerische Mathematik 35(1980), pp. 355–359.

    Article  Google Scholar 

  13. Jahn, K.-U.: Eine Theorie der Gleichungssysteme mit Intervall-Koeffizienten, ZAMM 54(1974), T405–T412.

    Google Scholar 

  14. Kalmykov, S. A.: On the Interval-Analytical Double Sweep Method, Chisl. Metody Mekhaniki Splosh. Sredy 5(1981), pp. 21–32 (in Russian).

    Google Scholar 

  15. Kalmykov, S. A., Shokin, Yu. I., and Yuldashev, Z. Kh.: Methods of Interval Analysis, Nauka, Novosibirsk, 1986 (in Russian).

  16. Kalmykov, S. A. and Yuldashev, Z. Kh.: On the Interval Variant of the Double Sweep Method, Voprosy Vy chisl. i Prikl.Matematiki 48, Sb. Nauch. Tr., IK s VTs AN UzSSR 48(1977), pp. 63–71 (in Russian).

    Google Scholar 

  17. Kupriyanova, L. V.: Inner Estimation of the United Solution Set of Interval Linear Algebraic System, Reliable Computing 1(1) (1995), pp. 15–31.

    Google Scholar 

  18. Kuznetsova, M. A.: On the Iterative Bounding Set of Solutions for an Interval System of Linear Algebraic Equations, Leningrad State Pedagogical Institute, Leningrad, 1987, deposided in VINITI, No.1389–B87 (in Russian).

  19. Lyashko, M. A.: A Method of Computing of the Asymptotic Convergence Factor of the Total Step Method for Interval SLAE, Computational Technologies 2(1) (1997), pp. 37–44 (in Russian).

    Google Scholar 

  20. Lyashko, M. A.: An Iteration Scheme for Solving an Interval System of Linear Algebraic Equations, in: Proc. All-Union Conf. on Actual Problems of Applied Mathematics, Saratov, May 20–22, 1991, Saratov, 1991, pp. 126–127 (in Russian).

  21. Lyashko, M. A.: On the Coincidence of the Interval Hull of the United Solutions Set of ISLAE with its Iterative Solution, Balashov State Pedagogical Institute, Balashov, 1996, deposided in VINITI, No.429–B96 (in Russian).

  22. Mayer, G.: Enclosing the Solution of Systems of Linear Equations by Interval Iterative Processes, Computing Suppl. 6(1988), pp. 47–58.

    Google Scholar 

  23. Mayer, G.: Enclosing the Solution Set of Linear System with Inaccurate Data by Iterative Methods Based on IncompleteLU-Decomposition, Computing 35(1985), pp. 189–206.

    Google Scholar 

  24. Mayer, G.: Über Iterationsverfahren zur Lösungseinschließung linearer Gleichungssysteme mit ungenauen Eingangsdaten, ZAMM 66(5) (1986), T417–T419.

    Google Scholar 

  25. Neumaier, A.: Interval Methods for Systems of Equations, Cambrige University Press, Cambrige, 1990.

    Google Scholar 

  26. Nickel, K.: Die Aufiösbarkeit linearer Kreisscheiben-und Intervall-Gleichungssysteme, Linear Algebra Appl. 44(1982), pp. 19–40.

    Article  Google Scholar 

  27. Nickel, K.: Die Übersch ätzung des Wertebereiches einer Funktion in der Intervallrechnung mit Anwendungen auf lineare Gleichungssysteme, Computing 18(1977), pp. 15–36.

    Google Scholar 

  28. Nickel, K.: Intervall-Mathematik, ZAMM 58(1978), T72–T85.

    Google Scholar 

  29. Oettli, W.: On the Solution Set of a Linear System with Inaccurate Coefficients, SIAM J. Numer. Anal. 2(1965), pp. 115–118.

    Article  Google Scholar 

  30. Oettli, W. and Prager, W.: Compatibility of Approximate Solution of Linear Equations with Given ErrorBounds for Coefficients and Right-Hand Sides, Numer. Math. 6(1964), pp. 405–409.

    Article  Google Scholar 

  31. Ratschek, H. and Sauer, W.: Linear Interval Equations, Computing 28(1982), pp. 105–115.

    Google Scholar 

  32. Rohn, J.: Cheap and Tight Bounds: the Recent Result by E. Hansen Can Be Made More Efficient, Interval Computations 4(1993), pp. 13–21.

    Google Scholar 

  33. Rohn, J.: Enclosing Solution of Overdetermined Systems of Linear Interval Equations, Reliable Computing 2(2) (1996), pp. 167–171.

    Google Scholar 

  34. Rohn, J.: Systems of Linear Equations, Linear Algebra Appl. 126(1989), pp. 39–78.

    Article  Google Scholar 

  35. Shary, S. P.: Algebraic Approach in the ‘Outer Problem‘ for Interval Linear Equation, Reliable Computing 3(2) (1997), pp. 103–135.

    Article  Google Scholar 

  36. Shary, S. P.: Algebraic Approach to the Interval Linear Static Identification, Tolerance, and Control Problems, or One More Application of Kaucher Arithmetic, Reliable Computing 2(1) (1996), pp. 3–33.

    Google Scholar 

  37. Shary, S.P.: On Optimal Solution of Interval Linear Algebraic Systems 1, Krasnoyarsk, 1989, deposided in VINITI, No.4180–B89 (in Russian).

  38. Shary, S. P.: On Optimal Solution of Interval Linear Equations, SIAM J. Numer. Anal. 32(1995), pp. 610–630.

    Article  Google Scholar 

  39. Shary, S.P.: The Optimal Solution of Interval Linear Algebraic Systems, in: Informacionno Operativnyi Material, Preprint 16(1990), Computer Center of Siberian Department of the USSR Academy of Sciences, Krasnoyarsk, pp. 39–419.

  40. Shokin, Yu. I.: Interval Analysis, Nauka, Novosibirsk, 1981 (in Russian).

    Google Scholar 

  41. Wongwises, P.: Experimentelle Untersuchungen zur numerischen Au flösung von linearen Gleichungssystemen mit Fehlerfassung, in:Nickel, K.(ed.), Interval Mathematics, Lecture Notes in Computer Science 29, Berlin–Heidelberg, 1975, pp. 316–325.

  42. Zyuzin, V. S.: An Iterative Method for Solving a System of Segment Algebraic Equations, Differential Equations and Functions Theory (Diff.Operatopy i Voprosy Priblizheniya) 8, Coll. of Scien. Proc., Saratov. Univ., Saratov, 1987, pp. 72–82 (in Russian).

  43. Zyuzin, V. S.: On a Way of Finding Two-Sided Interval Approximations for the Solution of Linear Interval System of Equations, in: Differential Equations and Functions Theory in Application to Aerodynamics and Probability Theory.Coll. of Scien. Proc., Saratov, 1987, pp. 28–32 (in Russian).

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Lyashko, M. The Optimal Solution of an Interval System of Linear Algebraic Equations. Reliable Comput 11, 105–127 (2005). https://doi.org/10.1007/s11155-005-3032-6

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