Hostname: page-component-848d4c4894-ttngx Total loading time: 0 Render date: 2024-04-30T20:07:21.235Z Has data issue: false hasContentIssue false

The DOMAIN family of propagation operations for intervals on simultaneous linear equations

Published online by Cambridge University Press:  27 February 2009

R. Chen
Affiliation:
Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu, TAIWAN 30043, Republic of China
A.C. Ward
Affiliation:
Department of Mechanical Engineering and Applied Mechanics, University of Michigan, Ann Arbor, MI 48109

Abstract

This paper defines, develops algorithms for, and illustrates the utility in design of a class of mathematical operations. These accept as inputs a system of linear constraint equations, Ax = b, an interval matrix of values for the coefficients, A, and an interval vector of values for either x or b. They return a set of values for the “domain” of the other vector, in the sense that all combinations of the output vector values set and values for A, when inserted into the constraint equation, correspond to values for the input vector that lie within the input interval. These operations have been mostly overlooked by the interval matrix arithmetic community, but are mathematically interesting and useful in the design, for example, of structures.

Type
Articles
Copyright
Copyright © Cambridge University Press 1995

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

REFERENCES

Alefeld, G., & Herzberger, J. (1983). Introduction to Interval Computation. Academic Press, San Diego.Google Scholar
Brett, C.S., Saldanha, C.M., & Lowther, D.A. (1990). Interval mathematics for knowledge-based computer aided design in magnetics. IEEE Transaction on Magnetics 26(2), 803806.CrossRefGoogle Scholar
Chang, T.-S., Ward, A., Lee, J., & Jacox, E. Conceptual robustness in simultaneous engineering: An extension of Taguchi’s parameter design. Research in Engineering Design (in press).Google Scholar
Chen, R., & Ward, A. The ‘range’ family of propagation operations for intervals on simultaneous linear equations. AI EDAM (in press).Google Scholar
Davis, E. (1987). Constraint propagation with interval labels. Artificial Intelligence 32, 281331.CrossRefGoogle Scholar
Deif, A. (1986). Sensitivity Analysis of Linear Systems. Springer-Verlag, New York.CrossRefGoogle Scholar
Hansen, E. (1965). Interval arithmetic in matrix computations, Part I. SIAM J. Numerical Analysis 2(2), 308320.Google Scholar
Habib, W., & Ward, A. (1991). In pursuit of a design mathematics: Generalizing the labeled interval calculus. ASME Design Theory and Methodology Conference, Miami Beach, pp. 279284.Google Scholar
Herzberger, J. (1989). On the convergence of an interval method for bounding the inverses of an interval matrix. Computing 41, 153162.CrossRefGoogle Scholar
Ly, T.E.A., & Girczyc, E.F. (1988). Constraint propagation in an object-oriented IC design environment. 25th ACM/IEEE Design Automation Conference, pp. 628633.Google Scholar
Matthews, J., Broadwater, R., & Long, L. (1990). The application of interval mathematics to utility economic analysis. IEEE Transactions on Power Systems 5(1), 177181.CrossRefGoogle Scholar
Moore, R.E. (1966). Interval Analysis. Prentice-Hall, Englewood Cliffs, NJ.Google Scholar