عنوان

Trust-region methods /

شابک

0898714605

شابک

9780898714609

شماره

b769189

عنوان اصلي

Trust-region methods /

نام عام مواد

[Book]

نام نخستين پديدآور

Andrew R. Conn, Nicholas I.M. Gould, Philippe L. Toint.

محل نشرو پخش و غیره

Philadelphia, PA :

نام ناشر، پخش کننده و غيره

Society for Industrial and Applied Mathematics,

تاریخ نشرو بخش و غیره

©2000.

نام خاص و کميت اثر

xix, 959 pages :

ساير جزييات

illustrations ;

ابعاد

26 cm.

عنوان فروست

MPS-SIAM series on optimization ;

مشخصه جلد

1

متن يادداشت

Includes bibliographical references (pages 813-934) and index.

متن يادداشت

Preface -- Chapter 1: Introduction -- PART I: PRELIMINARIES -- Chapter 2: Basic Concepts -- Chapter 3: Basic Analysis and Optimality Conditions -- Chapter 4: Basic Linear Algebra -- Chapter 5 Krylov Subspace Methods -- PART II: TRUST-REGION METHODS FOR UNCONSTRAINED OPTIMIZATION -- Chapter 6: Global Convergence of the Basic Algorithm -- Chapter 7: The Trust-Region Subproblem -- Chapter 8: Further Convergence Theory Issues -- Chapter 9: Conditional Models -- Chapter 10: Algorithmic Extensions -- Chapter 11: Nonsmooth Problems -- PART III: TRUST-REGION METHODS FOR CONSTRAINED OPTIMIZATION WITH CONVEX CONSTRAINTS -- Chapter 12: Projection Methods for Convex Constraints -- Chapter 13: Barrier Methods for Inequality Constraints -- PART IV: TRUST-REGION METHODS FOR GENERAL CONSTRAINED OPTIMIZATION AND SYSTEMS OF NONLINEAR EQUATIONS -- Chapter 14: Penalty-Function Methods -- Chapter 15: Sequential Quadratic Programming Methods -- Chapter 16: Nonlinear Equations and Nonlinear Fitting -- PART V: FINAL CONSIDERATIONS -- Chapter 17: Practicalities -- Afterword -- Appendix: A Summary of Assumptions -- Annotated Bibliography -- Subject and Notation Index -- Author Index.

بدون عنوان

0

متن يادداشت

This is the first comprehensive reference on trust-region methods, a class of numerical algorithms for the solution of nonlinear convex optimization methods. Its unified treatment covers both unconstrained and constrained problems and reviews a large part of the specialized literature on the subject. It also provides an up-to-date view of numerical optimization.

موضوع مستند نشده

Mathematical optimization.

موضوع مستند نشده

Mathematical optimization.

موضوع مستند نشده

Mathematical optimization.

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Conn, A. R., (Andrew R.)

مستند نام اشخاص تاييد نشده

Gould, Nicholas I. M.

مستند نام اشخاص تاييد نشده

Toint, Ph. L., (Philippe L.)

تاريخ عمليات

20201206151103.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y