[图书][B] Nonlinear programming: concepts, algorithms, and applications to chemical processes
LT Biegler - 2010 - SIAM
Chemical engineering applications have been a source of challenging optimization
problems for over 50 years. For many chemical process systems, detailed steady state and …
problems for over 50 years. For many chemical process systems, detailed steady state and …
An interior point algorithm for large-scale nonlinear programming
The design and implementation of a new algorithm for solving large nonlinear programming
problems is described. It follows a barrier approach that employs sequential quadratic …
problems is described. It follows a barrier approach that employs sequential quadratic …
[图书][B] Iterative methods for optimization
CT Kelley - 1999 - SIAM
This book on unconstrained and bound constrained optimization can be used as a tutorial
for self-study or a reference by those who solve such problems in their work. It can also …
for self-study or a reference by those who solve such problems in their work. It can also …
A trust region method based on interior point techniques for nonlinear programming
An algorithm for minimizing a nonlinear function subject to nonlinear inequality constraints is
described. It applies sequential quadratic programming techniques to a sequence of barrier …
described. It applies sequential quadratic programming techniques to a sequence of barrier …
Interior methods for nonlinear optimization
A Forsgren, PE Gill, MH Wright - SIAM review, 2002 - SIAM
Interior methods are an omnipresent, conspicuous feature of the constrained optimization
landscape today, but it was not always so. Primarily in the form of barrier methods, interior …
landscape today, but it was not always so. Primarily in the form of barrier methods, interior …
Retrospective on optimization
LT Biegler, IE Grossmann - Computers & Chemical Engineering, 2004 - Elsevier
In this paper, we provide a general classification of mathematical optimization problems,
followed by a matrix of applications that shows the areas in which these problems have …
followed by a matrix of applications that shows the areas in which these problems have …
[图书][B] Perspectives in flow control and optimization
MD Gunzburger - 2002 - SIAM
Flow control and optimization is at once an old and a new subject of mathematical and
engineering interest. It has fascinated many great minds, among them those of Newton and …
engineering interest. It has fascinated many great minds, among them those of Newton and …
A penalty method for PDE-constrained optimization in inverse problems
T van Leeuwen, FJ Herrmann - Inverse Problems, 2015 - iopscience.iop.org
Many inverse and parameter estimation problems can be written as PDE-constrained
optimization problems. The goal is to infer the parameters, typically coefficients of the PDE …
optimization problems. The goal is to infer the parameters, typically coefficients of the PDE …
On optimization techniques for solving nonlinear inverse problems
This paper considers optimization techniques for the solution of nonlinear inverse problems
where the forward problems, like those encountered in electromagnetics, are modelled by …
where the forward problems, like those encountered in electromagnetics, are modelled by …
On the solution of equality constrained quadratic programming problems arising in optimization
We consider the application of the conjugate gradient method to the solution of large
equality constrained quadratic programs arising in nonlinear optimization. Our approach is …
equality constrained quadratic programs arising in nonlinear optimization. Our approach is …