Large-Scale Optimization with Applications: Optimal Design and Control

B́a trước
Lorenz T. Biegler, Thomas F. Coleman, Andrew R. Conn, Fadil N. Santosa
Springer Science & Business Media, 7 thg 8, 1997 - 324 trang
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.
 

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THE DEVELOPMENT OF THE SQP ALGORITHM FOR NONLINEAR PROGRAMMING
1
SOME ASPECTS OF SEQUENTIAL QUADRATIC PROGRAMMING METHODS
21
COMPUTING SPARSE HESSIAN AND JACOBIAN APPROXIMATIONS WITH OPTIMAL HEREDITARY PROPERTIES
37
EXPERIENCE WITH A SPARSE NONLINEAR PROGRAMMING ALGORITHM
53
A SURVEY OF ALGORITHMS AND APPLICATIONS
73
A MULTIPLIERFREE REDUCED HESSIAN METHOD FOR PROCESS OPTIMIZATION
101
DETERMINISTIC GLOBAL OPTIMIZATION IN DESIGN CONTROL AND COMPUTATIONAL CHEMISTRY
129
OPTIMIZATION PROBLEMS IN MODEL PREDICTIVE CONTROL
185
SOME RECENT DEVELOPMENTS IN COMPUTATIONAL OPTIMAL CONTROL
203
LARGESCALE STRUCTURAL DESIGN OPTIMIZATION
235
LARGESCALE SQP METHODS FOR OPTIMIZATION OF NAVIERSTOKES FLOWS
247
NUMERICAL OPTIMAL CONTROL OF PARABOLIC PDES USING DASOPT
271
THE PROMISE AND REALITY OF MULTIDISCIPLINARY DESIGN OPTIMIZATION
301
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