Introduction to GAMS, Netlib, Numerical Recipes CS 3414.

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Presentation transcript:

Introduction to GAMS, Netlib, Numerical Recipes CS 3414

GAMS Guide to Available Mathematical Software An on-line cross-index of available mathematical software A virtual software repository, providing centralized access to abstracts, documentation, and source code of software modules that it catalogs (including Netlib)

Search for Software by Problem Each software module indexed in GAMS is assigned one or more problem classifications from the GAMS Problem Classification System. Three ways to locate software modules: Use the taxonomy as a decision tree. Browse through the entire taxonomy. Search for problem classes that match a keyword.

Problem Decision Tree - Subclasses A Arithmetic, error analysis B Number theory C Elementary and special functions (search also class L5) D Linear Algebra E Interpolation F Solution of nonlinear equations G Optimization (search also classes K, L8) H Differentiation, integration I Differential and integral equations J Integral transforms K Approximation (search also class L8) L Statistics, probability M Simulation, stochastic modeling (search also classes L6 and L10) N Data handling (search also class L2) O Symbolic computation P Computational geometry (search also classes G and Q) Q Graphics (search also class L3) R Service routines S Software development tools Z Other

Other Ways for Search Search by Packages Browse list of packages Search by Modules Give Name of module Search by keyword search for text in the abstracts of individual modules

Netlib Netlib Repository at UTK and ORNL A repository contains freely available software, documents, and databases of interest to the numerical, scientific computing, and other communities.

Search Netlib Do a field search by using the syntax : fieldname=whatever Use the GAMS class hierarchy

Field Names file (global) -- any portion of the pathname for a regular file lib (global) -- any portion of the pathname for a directory for (global) -- problem solved or description gams -- GAMS class prec -- Fortran precision (single, double, complex, or doublecomplex) title (global) alg -- algorithm or method by (global) -- author (name ) keywords (global) -- terms as would be drawn from a subject thesaurus lang -- programming language

Search Examples To seach for single precision routines in the lapack directory that do Schur factorization: file=lapack and file=single and Schur since the lapack single precision routines are in the lapack/single directory To search for curve fitting or gams class E1 and its subclasses: (curve and fitting) or gams=e1* To do a literal search for 'cosine transform': 'cosine transform'

Numerical Recipes Numerical Recipes: The Art of Scientific Computing" is the title of a series of books "Numerical Recipes" also refers to the copyrighted computer software that is in those books. There are approximately 200 routines, which cover a large range of subjects. The source code for the routines are available, and the book documents and explains the mathematics behind the routines.

Compile and Link for C Three header files complex.h nr.h nrutil.h One library librecipes_c gcc example.o –lm –lrecipes_c