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On some classes of variationally derived Quasi-Newton methods for systems of nonlinear algebraic equations

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We consider the problem of solving systems of nonlinear algebraic equations by Quasi-Newton methods which are variationally obtainable. Properties of termination and of optimal conditioning of this class are studied. Extensive numerical experiments compare particular algorithms and show the superiority of two recently proposed methods.

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References

  1. Broyden, C.G.: A class of methods for solving nonlinear simultaneous equations. Math. Comput.19, 577–593 (1965)

    Google Scholar 

  2. Broyden, C.G., Johnson, M.P.: A class of rank-one optimization algorithms. In: Numerical methods for nonlinear optimization (F.A. Lootsma, ed.). New York: Academic Press 1973

    Google Scholar 

  3. Huang, H.Y.: Unified approach to quadratically convergent algorithms for function minimization. J. Optimization Theory Appl.5, 405–423 (1970)

    Article  Google Scholar 

  4. Thomas, S.W.: Sequential estimation techniques for Quasi-Newton algorithms. Report TR 75-227, Cornell University, 1975

  5. Pearson, J.: On variable metric methods of minimization. Comput. J.12, 171–178 (1971)

    Google Scholar 

  6. Broyden, C.G., Dennis, J., Moré, J.J.: On the local and superlinear convergence of Quasi-Newton methods. J. Inst. Math. Appl.12, 223–245 (1973)

    Google Scholar 

  7. Schweppe, F.C.: Recursive state estimation: unknown but bounded errors and system input. IEE Trans. Automatic Control AC-13 (1968)

  8. Greenstadt, J.: Variations on variable metric methods. Math. Comput.24, 1–18 (1970)

    Google Scholar 

  9. Tewarson, R.P.: On the use of generalized inverses in function minimization. Computing6, 241–248 (1970)

    Google Scholar 

  10. Spedicato, E.: Stability of Huang's update for the conjugate gradient method. J. Optimization Theory Appl.11, 469–479 (1973)

    Google Scholar 

  11. Greenstadt, J.: Variational derivation of some Broyden-like formulas. Working paper, IBM Scientific Center, Palo Alto, Calif., 1975

    Google Scholar 

  12. Brodlie, K.W., Gourlay, A.R., Greenstadt, Jr.: Rnak-one and rank-two corrections to positive definite matrices expressed in product form. J. Inst. Math. Appl.11, 73–82 (1973)

    Google Scholar 

  13. Spedicato, E.: A bound to the condition number of rank-two updates and applications to the variable metric method. Report CISE-N-174, Milano, 1975

  14. Fletcher, R.: A new approach to variable metric algorithms. Comput. J.13, 317–322 (1970)

    Google Scholar 

  15. Oren, S.S.: Self-scaling variable metric algorithms for unconstrained minimization. Ph.D. Dissertation, Stanford University, 1972

  16. Spedicato, E.: A class of variable metric algorithms derived from invariancy to nonlinear scaling. J. Optimization Theory Appl.20, 315–329 (1976)

    Google Scholar 

  17. Bus, J.C.P.: A comparative study of programs for solving nonlinear systems of equations. Report NW25/75, Stichting Mathematisch Centrum, 1975

  18. Spedicato, E.: Computational experience with Quasi-Newton algorithms for minimization problems of moderately large size. Report CISE-N-175, Milano, 1975

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Spedicato, E., Greenstadt, J. On some classes of variationally derived Quasi-Newton methods for systems of nonlinear algebraic equations. Numer. Math. 29, 363–380 (1978). https://doi.org/10.1007/BF01432875

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