Large-Scale Optimization with Applications

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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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.

• Optimal control
• Optimization algorithm
• Optimization algorithms
• algorithm
• algorithms
• chemical engineering
• global optimization
• linear optimization
• mechanics
• model
• nonlinear optimization
• optimization
• partial differential equation
• programming
• quadratic programming

• 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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