Mathematical software
Mathematical software is software used to model, analyze or calculate numeric, symbolic or geometric data.[1]
Evolution of mathematical software
[edit | edit source]This section may need to be rewritten to comply with Wikipedia's quality standards. (May 2021) |
Numerical analysis and symbolic computation had been in most important place of the subject, but other kind of them is also growing now. A useful mathematical knowledge of such as algorism which exist before the invention of electronic computer, helped to mathematical software developing. On the other hand, by the growth of computing power (such as seeing on Moore's law), the new treatment (for example, a new kind of technique such as data assimilation which combined numerical analysis and statistics) needing conversely the progress of the mathematical science or applied mathematics.
The progress of mathematical information presentation such as TeX or MathML[2] will demand to evolution form formula manipulation language to true mathematics manipulation language (notwithstanding the problem that whether mathematical theory is inconsistent or not). And popularization of general purpose mathematical software, special purpose mathematical software[3] so called one purpose software which used special subject will alive with adapting for environment progress at normalization of platform. So the diversity of mathematical software will be kept.
Solvers
[edit | edit source]Software calculator
[edit | edit source]A software calculator allows the user to perform simple mathematical operations, like addition, multiplication, exponentiation and trigonometry. Data input is typically manual, and the output is a text label.
Computer algebra systems
[edit | edit source]Many mathematical suites are computer algebra systems that use symbolic mathematics. They are designed to solve classical algebra equations and problems in human readable notation.
Statistics
[edit | edit source]Theorem provers and proof assistants
[edit | edit source]Optimization software
[edit | edit source]Geometry
[edit | edit source]Numerical analysis
[edit | edit source]The Netlib repository contains various collections of software routines for numerical problems, mostly in Fortran and C. Commercial products implementing many different numerical algorithms include the IMSL, NMath and NAG libraries; a free alternative is the GNU Scientific Library. A different approach is taken by the Numerical Recipes library, where emphasis is placed on clear understanding of algorithms.
Many computer algebra systems (listed above) can also be used for numerical computations.
Music mathematics software
[edit | edit source]Music mathematics software utilizes mathematics to analyze or synthesize musical symbols and patterns.
- Musimat (by Gareth Loy)[4]
Physics
[edit | edit source]- Comparison of electromagnetic simulation software
- List of cosmological computation software
- List of computational fluid dynamics software
- List of software for Monte Carlo molecular modeling
Plotting and charting
[edit | edit source]Websites
[edit | edit source]A growing number of mathematical software is available in web browsers, without the need to download or install any code.[5]
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- List of bioinformatics software
- Biostatistics software
- List of systems biology modeling software
- List of systems biology visualization software
- List of quantum chemistry and solid-state physics software
- Comparison of software for molecular mechanics modeling
Programming libraries
[edit | edit source]Low-level mathematical libraries intended for use within other programming languages:
- GNU Multiple Precision Arithmetic Library (GMP), for high-performance arbitrary-precision arithmetic.
- Class Library for Numbers, a high-level C++ library for arbitrary-precision arithmetic.
- AMD Core Math Library, a software development library released by AMD
- Boost, for C++
List of mathematical software
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Mathematical notation software
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Mathematical art software
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Mathematical education software
[edit | edit source]- DreamBox Learning (K-8 learning)
- GeoGebra (software for primary-university teaching)
- Mathletics (online learning software)
- Zearn (online curriculum for K-8 teaching)
See also
[edit | edit source]- Computational mathematics
- Computer-Based Math and computer-based mathematics education
- Comparison of formula editors
- Gödel's incompleteness theorems
- List of information graphics software
- Manim – open-source Python mathematical animation and visualisation software
- Mathlete
- Plot (graphics)
- Time complexity
References
[edit | edit source]- ^ See, e.g., the editorial charter of the ACM Transactions on Mathematical Software or the problem taxonomy of the National Institute of Standards and Technology Guide to Available Mathematical Software (both retrieved 2015-02-15).
- ^ Both MathML and TeX may be only simple a kind of computer language which enable also to present the mathematical formula. However they also may be the mathematical software if the term of software interpreted as whole technology on how to use computer, at most wide sense.
- ^ Included your written script code on the general purpose mathematical software.
- ^ Musimathics website, freeware download
- ^ Internet Accessible Mathematical Computation, Institute for Computational Mathematics, Kent State University, retrieved 2015-02-15.
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External links
[edit | edit source]- swMATH Database on mathematical software
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