Developments in optimization theory, including emphasis on large problems and on interior-point methods for linear programming, have begun to appear in production software. Here is a reference tool that includes discussions of these areas and names software packages that incorporate the results of theoretical research. After an introduction to the major problem areas in optimization and an outline of the algorithms used to solve them, a data sheet is presented for each of the 75 software packages and libraries in the authors' survey. These include information on the capabilities of the packages, how to obtain them, and addresses for further information. Standard optimization paradigms are addressed - linear, quadratic, and nonlinear programming; network optimization; unconstrained and bound-constrained optimization; least-squares problems; nonlinear equations; and integer programming. The most practical algorithms for the major fields of numerical optimization are outlined, and the software packages in which they are implemented are described.
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Editorial Reviews
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‘Moré and Wright have produced a compact, well-researched guide providing material and information that can be used by graduate students and researchers familiar with optimization problems. The book is divided into two parts: the first discusses, very briefly, several algorithms for different classes of optimization problems. The second provides exhaustive information on some of the most widely used optimization software, including areas covered and basic algorithms used, hardware/software environment requirements, vendors, individual researchers in the field, and some references.’ D. E. Bentil, Choice
‘This is the book for the busy man or woman who is looking for a piece of software without having the time to learn everything about mathematical programming. The first part introduces the mathematical models that can be solved by the codes summarized in the second part. The program descriptions have been collected from the authors of the software … The book should be on the desk of everybody who has to solve a practical optimization problem, e.g., in engineering sciences, operations research, natural sciences.’ Klaus Schittkowski, Mathematisches Institut, Universitaet Bayreuth
‘This is the book for the busy man or woman who is looking for a piece of software without having the time to learn everything about mathematical programming. The first part introduces the mathematical models that can be solved by the codes summarized in the second part. The program descriptions have been collected from the authors of the software … The book should be on the desk of everybody who has to solve a practical optimization problem, e.g., in engineering sciences, operations research, natural sciences.’ Klaus Schittkowski, Mathematisches Institut, Universitaet Bayreuth
About the Author
Jorge J. Moré and Stephen J. Wright work in the Mathematics and Computer Science Division of Argonne National Laboratory.
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