Shared Concepts and Topics |

Beale, E. M. L. (1972), "A Derivation of Conjugate Gradients," in

*Numerical Methods for Nonlinear Optimization*, ed. F. A. Lootsma, London: Academic Press.Browne, M. W. (1982), "Covariance Structures," in

*Topics in Multivariate Analyses*, ed. D. M. Hawkins, New York: Cambridge University Press.Dennis, J. E., Gay, D. M., and Welsch, R. E. (1981), "An Adaptive Nonlinear Least-Squares Algorithm,"

*ACM Transactions on Mathematical Software*, 7, 348–368.Dennis, J. E. and Mei, H. H. W. (1979), "Two New Unconstrained Optimization Algorithms Which Use Function and Gradient Values,"

*J. Optim. Theory Appl.*, 28, 453–482.Eskow, E. and Schnabel, R. B. (1991), "Algorithm 695: Software for a New Modified Cholesky Factorization,"

*Transactions on Mathematical Software*, 17(3), 306–312.Fletcher, R. (1987),

*Practical Methods of Optimization,*Second Edition, Chichester: John Wiley & Sons.Gay, D. M. (1983), "Subroutines for Unconstrained Minimization,"

*ACM Transactions on Mathematical Software*, 9, 503–524.Hastie, T., Tibshirani, R., and Friedman, J. (2001),

*The Elements of Statistical Learning,*New York: Springer-Verlag.Moré, J. J. (1978), "The Levenberg-Marquardt Algorithm: Implementation and Theory," in

*Lecture Notes in Mathematics 630*, ed. G.A. Watson, Berlin-Heidelberg-New York: Springer Verlag.Moré, J. J. and Sorensen, D. C. (1983), "Computing a Trust-Region Step,"

*SIAM Journal on Scientific and Statistical Computing*, 4, 553–572.Polak, E. (1971),

*Computational Methods in Optimization*, New York: Academic Press.Powell, J. M. D. (1977), "Restart Procedures for the Conjugate Gradient Method,"

*Math. Prog.*, 12, 241–254.Powell, J. M. D. (1978a), "A Fast Algorithm for Nonlinearly Constraint Optimization Calculations," in

*Numerical Analysis, Dundee 1977, Lecture Notes in Mathematics 630*, ed. G. A. Watson, Berlin: Springer-Verlag, 144–175.Powell, J. M. D. (1978b), "Algorithms for Nonlinear Constraints That Use Lagrangian Functions,"

*Mathematical Programming*, 14, 224–248.Powell, J. M. D. (1982a), "Extensions to Subroutine VF02AD," in

*Systems Modeling and Optimization, Lecture Notes in Control and Information Sciences 38*, ed. R. F. Drenick and F. Kozin, Berlin: Springer-Verlag, 529–538.Powell, J. M. D. (1982b), "VMCWD: A Fortran Subroutine for Constrained Optimization,"

*DAMTP 1982/NA4*, Cambridge, England.

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