Optimization Theory and Methods

Nonlinear Programming

Authors:

ISBN: 978-0-387-24975-9 (Print) 978-0-387-24976-6 (Online)

Table of contents (14 chapters)

  1. No Access

    Book Chapter

    Pages 1-70

    Introduction

  2. No Access

    Book Chapter

    Pages 71-117

    Line Search

  3. No Access

    Book Chapter

    Pages 119-173

    Newton’s Methods

  4. No Access

    Book Chapter

    Pages 175-201

    Conjugate Gradient Method

  5. No Access

    Book Chapter

    Pages 203-301

    Quasi-Newton Methods

  6. No Access

    Book Chapter

    Pages 303-351

    Trust-Region Methods and Conic Model Methods

  7. No Access

    Book Chapter

    Pages 353-383

    Solving Nonlinear Least-Squares Problems

  8. No Access

    Book Chapter

    Pages 385-410

    Theory of Constrained Optimization

  9. No Access

    Book Chapter

    Pages 411-453

    Quadratic Programming

  10. No Access

    Book Chapter

    Pages 455-492

    Penalty Function Methods

  11. No Access

    Book Chapter

    Pages 493-521

    Feasible Direction Methods

  12. No Access

    Book Chapter

    Pages 523-560

    Sequential Quadratic Programming

  13. No Access

    Book Chapter

    Pages 561-595

    Trust-Region Methods for Constrained Problems

  14. No Access

    Book Chapter

    Pages 597-635

    Nonsmooth Optimization