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C-XSC: A C++ Class Library for Enhanced Scientific Computing with Predefined Data Types and Operator



When computing dot product expressions using the dotprecision classes, the precision used in each call of the accumulate-function can be set via the member function set_dotprec of the dotprecision classes. The meaning of the setting is the same as for the operators.




c-xsc a c class library for extended scientific computing



  • The Object-Oriented Numerics PageQuick IndexMailing lists

  • Freely available libraries

  • Freely available tools

  • Commercial libraries and software

  • Related Projects

  • Reference material

  • Conferences

  • Related Web Indices

  • Bibliography

Mailing lists The Object-Oriented NumericsList is a forum for discussing scientificcomputing in object-oriented environments.An archive isavailable.


  • Arrays and Images

  • FreePOOMAframework for scientific computing on sequential and parallel computers. C++.

  • The Blitz++class library: Array and Vector classes which rival Fortran'sperformance. C++.

  • The AIPS++ Array and Image Classes(Astronomical Information Processing System). C++.

  • Daixtrose, ageneral-purpose expression template engine.

  • PETE,an expression templates library -- add expression templates to your own arrayclass.

  • SCTL (BlueSail), C++,arrays, matrics, vectors, sparse, rotations.

  • NumPy, Numerical extensions to Python.

  • VIGRA,generic computer vision/image processing library.

  • CPPIMAA C++ image processing library

  • LIMP, Large ImageManipulation Program

  • Image Restoration and Inpainting, C++ library for image restoration.

  • valarray [ftp only], approximation of thevalarrayclass described in Ch. 26 of the ANSI/ISO C++ Standard.Uses expression templates for efficient evaluation.

  • Image UnderstandingEnvironment (IUE), a DARPA project. C++.

  • WAILI,a wavelet transform library in C++.

  • Neural Networks, genetic algorithms, machine learning, data mining

  • PDP++,a neural-network simulation system written in C++

  • EO --Evolutionary Computation Framework

  • CONICAL,C++ classes for building Neural Networks

  • GALib, a C++ libraryfor genetic algorithms

  • Xelopesdata mining library (Java, C++, C#)

  • MLC++, Machinelearning algorithms and data mining.

  • High-Energy Physics and Quantum Chemistry

  • QC++,quantum chemistry software in C++, supporting MNDO, AM1 and PM3models.

  • FTensor, C++ class libraryfor tensors.

  • GluCat, Clifford algebratemplate library.

  • ComputationalThermodynamics Library

  • Tech-X has made availableC++ libraries related to particle accelerator design.

  • Multiprecision, arbitrary precision data types

  • NTL, arbitrary lengthintegers, vectors/matrices/polynomials over integers and over finitefields.

  • EXTNUM,version of double which has the same number of mantissa bitsas IEEE 754, but extends the exponent to have range from10^-646456993 to 10^646456992.

  • CLN,an extensive number library. Arbitrary precision integer, float,rational, polynomials, complex, modular integers, transcendentalfunctions, assembly language kernels for some CPUs.

  • MUNTL,Multiprecision unsigned number template library (C++).

  • MPFUN++, a multiple precision floating point computationpackage in C++.

  • LiDIA,A library for computational number theory. Provides a collection of highlyoptimized implementations of various multiprecision data types and time-intensive algorithms.

  • Apfloat, a C++High Performance Arbitrary Precision Arithmetic Package

  • hfloat,An arbitrary precision package, optimized for very large (> 1000)(decimal) digit numbers.

  • fPoint, a C++ class which helps convert floating-point arithmetic tofixed-point arithmetic by recommending range and precisionrequirements.

  • doubledouble, a quad-precision (approximately 30 decimal place) floating point arithmetic class.

  • Differential Equations

  • Rheoolef,finite element environment in C++.

  • EXPDE,a C++ library for solving partial differential equations onsemi-unstructured grids. Parallel.

  • PZ,a C++ library for finite elements. 1-3 dimensions with hp-adaptivity,continuous or discontinuous, variety of matrix formats.

  • MBDyn,multibody dynamics analysis in C++. Built-in parallelizationvia MPI/Metis.

  • P2MESH,2D finite volume/finite elements, C++ library designed for fastprototyping of high-performance PDE solvers.

  • Femlisp, a Common Lisp framework forFinite Element Methods.

  • GETFEM++,a C++ finite element library, generic, arbitrary dimensions.

  • MOUSE, aC++ library for finite volume computations on unstructuredgrids.

  • DEAL,a C++ library for adaptive finite elements and error estimation. Supports SMPs.

  • ODE++, a class library for ordinary differential equations. Explicit and linear-implicit ODE systems, IVP and BVP parameters,various solvers (Runge-Kutta, multistep, BDF).[English][Deutsch]

  • PETSc,object-oriented software for partial differential equations(programmed in C)

  • Diffpack,partial differential equations in C++. ($)

  • TIDE:Classes for Ordinary Differential Equations. Provides vectorsand matrices, extrapolation integrator for ODEs, sparse matrixclasses, eigenvalues, shooting for two point BVPs, nonlinearsolver, continuation

  • BoxLib/CCSE Applications Suite(docs), a class library supporting adaptive mesh refinement (AMR)schemes for computational fluid dynamics.

  • OVERTURE, a C++ class library for solving PDEs in complicateddomains. Includes adaptive mesh refinement and overlapping grids.

  • FEMLIB (ftp,www)A Finite Element package [ftp only] by Michael Tiller(BROKEN LINK, no longer supported)

  • Automatic differentiation and interval arithmetic

  • Gaol, C++library for interval arithmetic. Includes methods for intervalconstraint solvers.

  • FADBAD-TADIFF,a C++ package for automatic differentiation usingany arithmetic (double or interval) by operator overloading.

  • PROFIL/BIAS [English][Deutsch],a C++ interval arithmetic class library.

  • Visualization

  • The Visualization Toolkit (vtk), an extensive, free C++ library for scientific visualization.

  • VisAD, aJava library for interactive and collaborative visualization and analysis of numerical data

  • Java 2DGraph package. Includes contour plots, animation.

  • Ptplot,a 2D data plotter in Java

  • Graph Theory/Combinatorics

  • Boost GraphLibrary, a general purpose, generic C++ library for graph datastructures and graph algorithms.

  • GTL,the Graph Template Library (C++).

  • LEDA, a C++ libraryfor graph theory and combinatorial computing.

  • Language interoperability/scripting

  • CPPF77(cppf77.zip),a utility for interfacing C++ and Fortran 77 programs.

  • Paul Dubois's code forinterfacing Python and C++

  • SWIG, generates Perl, Python, Tcl,Java, Eiffel and Guile wrappers for C++ libraries.

  • SILOON(Scripting Interface Languages for Object-Oriented Numerics),toolkits and run-time support for building scripting interfacesto existing numerical codes in C, C++, and Fortran. Generatesscript bindings for Perl, Tcl, and Python.

  • Matwrap, a tool which generates C++ wrapper code formatrix-oriented scripting languages such as Matlab 5, Octave, and tela.



An interval can also be defined as a locus of points at a given distance from the center,[clarification needed] and this definition can be extended from real numbers to complex numbers.[3] As it is the case with computing with real numbers, computing with complex numbers involves uncertain data. So, given the fact that an interval number is a real closed interval and a complex number is an ordered pair of real numbers, there is no reason to limit the application of interval arithmetic to the measure of uncertainties in computations with real numbers.[4] Interval arithmetic can thus be extended, via complex interval numbers, to determine regions of uncertainty in computing with complex numbers.[4]


Since 1967, Extensions for Scientific Computation (XSC) have been developed in the University of Karlsruhe for various programming languages, such as C++, Fortran and Pascal.[23] The first platform was a Zuse Z23, for which a new interval data type with appropriate elementary operators was made available. There followed in 1976, Pascal-SC, a Pascal variant on a Zilog Z80 that it made possible to create fast, complicated routines for automated result verification. Then came the Fortran 77-based ACRITH-XSC for the System/370 architecture (FORTRAN-SC), which was later delivered by IBM. Starting from 1991 one could produce code for C compilers with Pascal-XSC; a year later the C++ class library supported C-XSC on many different computer systems. In 1997, all XSC variants were made available under the GNU General Public License. At the beginning of 2000 C-XSC 2.0 was released under the leadership of the working group for scientific computation at the Bergische University of Wuppertal to correspond to the improved C++ standard.


Another C++-class library was created in 1993 at the Hamburg University of Technology called Profil/BIAS (Programmer's Runtime Optimized Fast Interval Library, Basic Interval Arithmetic), which made the usual interval operations more user friendly. It emphasized the efficient use of hardware, portability and independence of a particular presentation of intervals. 2ff7e9595c


 
 
 

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