Optimization software guide:
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Bibliographische Detailangaben
1. Verfasser: Moré, Jorge J. (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Philadelphia, Pa. Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104) 1993
Schriftenreihe:Frontiers in applied mathematics 14
Schlagworte:
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Beschreibung:Mode of access: World Wide Web. - System requirements: Adobe Acrobat Reader
Includes bibliographical references (s. 153-154)
Preface -- Part I. Overview of Algorithms. Chapter 1.Optimization problems and software; Chapter 2.Unconstrained optimization; Chapter 3. Nonlinear least squares; Chapter 4. Nonlinear equations; Chapter 5. Linear programming; Chapter 6. Quadratic programming; Chapter 7. Bound-constrained optimization; Chapter 8. Constrained optimization; Chapter 9. Network optimization; Chapter 10. Integer programming; Chapter 11. Miscellaneous optimization problems -- Part II. Software packages. AMPL; BQPD; BT; BTN; CNM; CONOPT; CONSOL-OPTCAD; CPLEX; C-WHIZ; DFNLP; DOC; DOT; FortLP; FSQP; GAMS; GAUSS; GENESIS; GENOS; GINO; GRG2; HOMPACK; IMSL Fortran and C Library; LAMPS; LANCELOT; LBFGS; LINDO; LINGO; LNOS; LPsolver; LSGRG2; LSNNO; LSSOL; M1QN2 and M1QN3; MATLAB; MINOS; MINPACK-1; MIPIII; MODULOPT; NAG C library; NAG Fortran Library; NETFLOW; NETSOLVE; NITSOL; NLPE; NLPQL; NLPQLB; NLSFIT; NLSSOL; NLPSPR; NPSOL; OB1; ODRPACK; OPSYC; OptiA; OPTIMA Library; OPTPACK; OSL; PC- PROG; PITCON; PORT 3; PROC NLP; Q01SUBS; QAPP; QPOPT; SPEAKEASY; SQP; TENMIN; TENSOLVE; TN/TNBC; TNPACK; UNCMIN; VE08; VE10; VIG and VIMDA; What's best! -- Appendix. Internet software -- References
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. This format will aid current and potential users of optimization software in classifying the optimization problem to be solved, determining appropriate algorithms, and obtaining the software that implements those algorithms. Readers need only a basic knowledge of vector calculus and linear algebra to understand this book
Beschreibung:1 Online-Ressource (xii, 154 Seiten)
ISBN:0898713226
9780898713220
DOI:10.1137/1.9781611970951

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