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Large-Scale Optimization with Applications

Part II: Optimal Design and Control

  • Book
  • © 1997

Overview

Editors:
  1. Lorenz T. Biegler

    1. Chemical Engineering Department, Carnegie Mellon University, Pittsburgh, USA

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  2. Thomas F. Coleman

    1. Computer Science Department, Cornell University, Ithaca, USA

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  3. Andrew R. Conn

    1. Thomas J. Watson Research Center, Yorktown Heights, USA

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  4. Fadil N. Santosa

    1. School of Mathematics, University of Minnesota, Minneapolis, USA

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Part of the book series: The IMA Volumes in Mathematics and its Applications (IMA, volume 93)

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xv
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  2. Large-Scale Optimization with Applications, Part II: Optimal Design and Control

    1. The Development of the SQP Algorithm for Nonlinear Programming

      • R. W. H. Sargent
      Pages 1-19

    2. Some Aspects of Sequential Quadratic Programming Methods

      • Walter Murray
      Pages 21-35

    3. Computing Sparse Hessian and Jacobian Approximations with Optimal Hereditary Properties

      • Roger Fletcher, Andreas Grothey, Sven Leyffer
      Pages 37-52

    4. Experience with a Sparse Nonlinear Programming Algorithm

      • J. T. Betts
      Pages 53-72

    5. Mixed-Integer Nonlinear Programming: A Survey of Algorithms and Applications

      • Ignacio E. Grossmann, Zdravko Kravanja
      Pages 73-100

    6. A Multiplier-Free, Reduced Hessian Method for Process Optimization

      • Lorenz T. Biegler, Claudia Schmid, David Ternet
      Pages 101-127

    7. Deterministic Global Optimization in Design, Control, and Computational Chemistry

      • Christodoulos A. Floudas
      Pages 129-184

    8. Optimization Problems in Model Predictive Control

      • Pierre O. M. Scokaert, James B. Rawlings
      Pages 185-202

    9. Some Recent Developments in Computational Optimal Control

      • Hans Seywald, Renjith R. Kumar
      Pages 203-233

    10. Large-Scale Structural Design Optimization

      • Ulf Torbjörn Ringertz
      Pages 235-245

    11. Large-Scale SQP Methods for Optimization of Navier-Stokes Flows

      • Omar Ghattas, Jai-Hyeong Bark
      Pages 247-270

    12. Numerical Optimal Control of Parabolic PDES Using DASOPT

      • Linda Petzold, J. Ben Rosen, Philip E. Gill, Laurent O. Jay, Kihong Park
      Pages 271-299

    13. The Promise (and Reality) of Multidisciplinary Design Optimization

      • Susan L. Burgee, Layne T. Watson
      Pages 301-324

  3. Back Matter

    Pages 325-331
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Keywords

About this book

This IMA Volume in Mathematics and its Applications LARGE-SCALE OPTIMIZATION WITH APPLICATIONS, PART II: OPTIMAL DESIGN AND CONTROL is one of the three volumes based on the proceedings of the 1995 IMA three­ week Summer Program on "Large-Scale Optimization with Applications to Inverse Problems, Optimal Control and Design, and Molecular and Struc­ tural Optimization." The other two related proceedings appeared as Vol­ ume 92: Large-Scale Optirpization with Applications, Part I: Optimization in Inverse Problems and Design and Volume 94: Large-Scale Optimization with Applications, Part III: Molecular Structure and Optimization. We would like to thank Lorenz T. Biegler, Thomas F. Coleman, An­ drew R. Conn, and Fadil N. Santosa for their excellent work as organizers of the meetings and for editing the proceedings. We also take this opportunity to thank the National Science Founda­ tion (NSF), the Department of Energy (DOE), and the Alfred P. Sloan support made the workshops possible.

Editors and Affiliations

  • Chemical Engineering Department, Carnegie Mellon University, Pittsburgh, USA

    Lorenz T. Biegler

  • Computer Science Department, Cornell University, Ithaca, USA

    Thomas F. Coleman

  • Thomas J. Watson Research Center, Yorktown Heights, USA

    Andrew R. Conn

  • School of Mathematics, University of Minnesota, Minneapolis, USA

    Fadil N. Santosa

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