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Magma (computer algebra system)

Magma (computer algebra system) is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Magma (computer algebra system) rather than just read about it. In short: Magma is a computer algebra system designed to solve problems in algebra, number theory, geometry and combinatorics. It is named after the algebraic structure magma.

Key takeaways

  • Magma (computer algebra system) belongs to computer science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Magma (computer algebra system) to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Magma (computer algebra system) from memory before moving on to harder problems.

Reference excerpt

Magma is a computer algebra system designed to solve problems in algebra, number theory, geometry and combinatorics. It is named after the algebraic structure magma. It runs on Unix-like operating systems, as well as Windows.

Introduction Magma is produced and distributed by the Computational Algebra Group within the Sydney School of Mathematics and Statistics at the University of Sydney. In late 2006, the book Discovering Mathematics with Magma was published by Springer as volume 19 of the Algorithms and Computations in Mathematics series. The Magma system is used extensively within pure mathematics. The Computational Algebra Group maintain a list of publications that cite Magma, and as of 2010 there are about 2600 citations, mostly in pure mathematics, but also including papers from areas as diverse as economics and geophysics.

History The predecessor of the Magma system was named Cayley (1982–1993), after Arthur Cayley. Magma was officially released in August 1993 (version 1.0). Version 2.0 of Magma was released in June 1996 and subsequent versions of 2.X have been released approximately once per year. In 2013, the Computational Algebra Group finalized an agreement with the Simons Foundation, whereby the Simons Foundation will underwrite all costs of providing Magma to all U.S. nonprofit, non-governmental scientific research or educational institutions. All students, researchers and faculty associated with a participating institution will be able to access Magma for free, through that institution.

Mathematical areas covered by the system Group theory Magma includes permutation, matrix, finitely presented, soluble, abelian (finite or infinite), polycyclic, braid and straight-line program groups. Several databases of groups are also included. Number theory Magma contains asymptotically fast algorithms for all fundamental integer and polynomial operations, such as the Schönhage–Strassen algorithm for fast multiplication of integers and polynomials. Integer factorization algorithms include the Elliptic Curve Method, the Quadratic sieve and the Number field sieve. Algebraic number theory Magma includes the KANT computer algebra system for comprehensive computations in algebraic number fields. A special type also allows one to compute in the algebraic closure of a field. Module theory and linear algebra Magma contains asymptotically fast algorithms for all fundamental dense matrix operations, such as Strassen multiplication. Sparse matrices Magma contains the structured Gaussian elimination and Lanczos algorithms for reducing sparse systems which arise in index calculus methods, while Magma uses Markowitz pivoting for several other sparse linear algebra problems. Lattices and the LLL algorithm Magma has a provable implementation of fpLLL, which is an LLL algorithm for integer matrices which uses floating point numbers for the Gram–Schmidt coefficients, but such that the result is rigorously proven to be LLL-reduced. Commutative algebra and Gröbner bases Magma has an efficient implementation of the Faugère F4 algorithm for computing Gröbner bases. Representation theory Magma has extensive tools for computing in representation theory, including the computation of character tables of finite groups and the Meataxe algorithm. Invariant theory Magma has a type for invariant rings of finite groups, for which one can primary, secondary and fundamental invariants, and compute with the module structure. Lie theory Algebraic geometry Arithmetic geometry Finite incidence structures Cryptography Coding theory Optimization

See also Comparison of computer algebra systems

References

External links Official website Magma Free Online Calculator Magma example code

Worked examples

Example 1 — a first encounter with Magma (computer algebra system)

Start with the simplest possible case. Write down what Magma (computer algebra system) claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Magma (computer algebra system) before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Magma (computer algebra system) ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Magma (computer algebra system)

In research
Magma (computer algebra system) appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Magma (computer algebra system) in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Magma (computer algebra system) is common in secondary-school and first-year university syllabi. It links to neighbouring topics Computer algebra system software for Linux, Computer algebra system software for Windows, Computer algebra system software for macOS, so understanding it makes those chapters shorter.
In everyday life
Look for Magma (computer algebra system) outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Magma (computer algebra system) in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Magma (computer algebra system) means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Magma (computer algebra system) out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Magma (computer algebra system) in simple terms?

Magma is a computer algebra system designed to solve problems in algebra, number theory, geometry and combinatorics. It is named after the algebraic structure magma.

Why does Magma (computer algebra system) matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Magma (computer algebra system)?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Magma (computer algebra system).

Tags

  • Computer algebra system software for Linux
  • Computer algebra system software for Windows
  • Computer algebra system software for macOS
  • Cross-platform software
  • Functional languages
  • Numerical programming languages
  • Proprietary commercial software for Linux

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