Numerica: A Modeling Language for Global Optimization

Hentenryck, Pascal Van; Michel, Laurent; Deville, Yves

ISBN 10: 0262720272 / ISBN 13: 9780262720274

Published by MIT Press, 1997

Pages are clean and are not marred by notes or folds of any kind. ~ ThriftBooks: Read More, Spend Less. Seller Inventory # G0262720272I2N00

Synopsis:

Many science and engineering applications require the user to find solutions to systems of nonlinear constraints or to optimize a nonlinear function subject to nonlinear constraints. The field of global optimization is the study of methods to find all solutions to systems of nonlinear constraints and all global optima to optimization problems. Numerica is modeling language for global optimization that makes it possible to state nonlinear problems in a form close to the statements traditionally found in textbooks and scientific papers. The constraint-solving algorithm of Numerica is based on a combination of traditional numerical methods such as interval and local methods, and constraint satisfaction techniques. This comprehensive presentation of Numerica describes its design, functions, and implementation. It also discusses how to use Numerica effectively to solve practical problems and reports a number of experimental results. A commercial implementation of Numerica is available from ILOG under the name ILOG Numerica.

About the Author:

Laurent Michel is Assistant Professor in the Department of Computer Science and Engineering at the University of Connecticut.

Bibliographic Details

Title: Numerica: A Modeling Language for Global ...
Publisher: MIT Press
Publication Date: 1997
Binding: Paperback
Condition: As New
Dust Jacket Condition: No Jacket