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Towards Cooperative Interval Narrowing

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Frontiers of Combining Systems (FroCoS 2000)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1794))

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Abstract

P. Van Hentenryck et al. have designed an efficient interval constraint solver combining box consistency and Gauss-Seidel iterations, that is the core of Numerica. F. Benhamou et al. have shown that hull consistency may be faster and more accurate than box consistency. Their algorithm merges both consistency techniques taking care of the constraints’ expressions. This paper presents a new algorithm BC5 enforcing hull consistency, box consistency and the interval Gauss-Seidel method. The main idea is to weaken the local contractions and to let the propagation operate between all elementary solvers in order to accelerate the computation while preserving the same precision. Algorithm BC5 is finally compared with the constraint solving algorithm of Numerica.

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References

  1. Alefeld, G., Herzberger, J.: Introduction to Interval Computations. Academic Press, London (1983)

    MATH  Google Scholar 

  2. Apt, K.R.: The Essence of Constraint Propagation. Theoretical Computer Science 221(1-2), 179–210 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  3. Benhamou, F.: Heterogeneous Constraint Solving. In: Hanus, M., Rodríguez-Artalejo, M. (eds.) ALP 1996. LNCS, vol. 1139. Springer, Heidelberg (1996)

    Google Scholar 

  4. Benhamou, F., Goualard, F., Granvilliers, L., Puget, J.-F.: Revising Hull and Box Consistency. In: Proc. of International Conference on Logic Programming (1999)

    Google Scholar 

  5. Benhamou, F., McAllester, D., Van Hentenryck, P.: CLP(Intervals) Revisited. In: Proc. of International Logic Programming Symposium (1994)

    Google Scholar 

  6. Benhamou, F., Older, W.J.: Applying Interval Arithmetic to Real, Integer and Boolean Constraints. Journal of Logic Programming 32(1), 1–24 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  7. Bini, D., Mourrain, B.: Handbook of Polynomial Systems (1996)

    Google Scholar 

  8. Ceberio, M.: Preconditioning and Solving Techniques for Constrained Global Optimization. Master’s thesis, University of Nantes, France (1999)

    Google Scholar 

  9. Cleary, J.G.: Logical Arithmetic. Future Computing Systems 2(2), 125–149 (1987)

    Google Scholar 

  10. Collavizza, H., Delobel, F., Rueher, M.: Comparing Partial Consistencies. Reliable Computing 5(3), 213–228 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  11. Colmerauer, A.: Naive solving of non-linear constraints. In: Benhamou, F., Colmerauer, A. (eds.) Constraint Logic Programming: Selected Research, pp. 89–112. MIT Press, Cambridge (1993)

    Google Scholar 

  12. Granvilliers, L.: A Symbolic-Numerical Branch and Prune Algorithm for Solving Non-linear Polynomial Systems. Journal of Universal Computer Science 4(2), 125–146 (1998)

    MATH  MathSciNet  Google Scholar 

  13. Granvilliers, L., Goualard, F., Benhamou, F.: Box Consistency through Weak Box Consistency. In: Proc. of International Conference on Tools with Articial Intelligence (1999)

    Google Scholar 

  14. Hansen, E.R.: On the Solution of Linear Algebraic Equations with Interval Coefficients. Linear Algebra and its Applications 2, 153–165 (1969)

    Article  MATH  Google Scholar 

  15. Hansen, E.R.: Global Optimization using Interval Analysis. Marcel Dekker, New York (1992)

    MATH  Google Scholar 

  16. IEEE. IEEE standard for binary floating-point arithmetic. Technical Report IEEE Std 754-1985, Institute of Electrical and Electronics Engineers (1985); Rearmed (1990)

    Google Scholar 

  17. Lebbah, Y., Lhomme, O.: Consistance énumérante. In: Proc. of French Conference on Practical Solving of NP-Complete Problems (1999)

    Google Scholar 

  18. Lhomme, O.: Consistency Techniques for Numeric CSPs. In: Proc. of International Joint Conference on Articial Intelligence (1993)

    Google Scholar 

  19. Mackworth, A.K.: Consistency in Networks of Relations. Articial Intelligence 8(1), 99–118 (1977)

    Article  MATH  Google Scholar 

  20. Makino, K., Berz, M.: Efficient Control of the Dependency Problem based on Taylor Model Method. Reliable Computing 5, 3–12 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  21. Marti, P., Rueher, M.: A Distributed Cooperating Constraint Solving System. International Journal on Artificial Intelligence Tools 4(1), 93–113 (1995)

    Google Scholar 

  22. Monfroy, E.: Using Weaker Functions for Constraint Propagation over Real Numbers. In: Proc. of ACM Symposium on Applied Computing (1999)

    Google Scholar 

  23. Monfroy, E., Rusinowitch, M., Schott, R.: Implementing Non-Linear Constraints with Cooperative Solvers. In: Proc. of ACM Symposium on Applied Computing (1996)

    Google Scholar 

  24. Moore, R.E.: Interval Analysis. Prentice-Hall, Englewood Cliffs (1966)

    MATH  Google Scholar 

  25. Neumaier, A.: Interval Methods for Systems of Equations. Cambridge University Press, Cambridge (1990)

    MATH  Google Scholar 

  26. Older, W., Vellino, A.: Constraint Arithmetic on Real Intervals. In: Benhamou, F., Colmerauer, A. (eds.) Constraint Logic Programming: Selected Research. MIT Press, Cambridge (1993)

    Google Scholar 

  27. Rueher, M., Solnon, C.: Concurrent Cooperating Solvers over Reals. Reliable Computing 3(3), 325–333 (1997)

    Article  MATH  Google Scholar 

  28. Stahl, V.: Interval Methods for Bounding the Range of Polynomials and Solving Systems of Nonlinear Equations. PhD thesis, University of Linz, Austria (1995)

    Google Scholar 

  29. Van Hentenryck, P., McAllester, D., Kapur, D.: Solving Polynomial Systems Using a Branch and Prune Approach. SIAM Journal on Numerical Analysis 34(2), 797–827 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  30. Van Hentenryck, P., Michel, L., Deville, Y.: Numerica: a Modeling Language for Global Optimization. MIT Press, Cambridge (1997)

    Google Scholar 

  31. Verschelde, J.: Database of Polynomial Systems. Michigan State University, USA (1999), http://www.math.msu.edu/~jan/demo.html

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© 2000 Springer-Verlag Berlin Heidelberg

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Granvilliers, L. (2000). Towards Cooperative Interval Narrowing. In: Kirchner, H., Ringeissen, C. (eds) Frontiers of Combining Systems. FroCoS 2000. Lecture Notes in Computer Science(), vol 1794. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10720084_2

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  • DOI: https://doi.org/10.1007/10720084_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-67281-4

  • Online ISBN: 978-3-540-46421-1

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