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Non-positive curvature

Non-positive curvature is a mathematics 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 Non-positive curvature rather than just read about it. In short: In mathematics, spaces of non-positive curvature occur in many contexts and form a generalization of hyperbolic geometry. In the category of Riemannian manifolds, one can consider the sectional curvature of the manifold and require that this curvature be everywhere less than or equal to zero.

Key takeaways

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

Reference excerpt

In mathematics, spaces of non-positive curvature occur in many contexts and form a generalization of hyperbolic geometry. In the category of Riemannian manifolds, one can consider the sectional curvature of the manifold and require that this curvature be everywhere less than or equal to zero. The notion of curvature extends to the category of geodesic metric spaces, where one can use comparison triangles to quantify the curvature of a space; in this context, non-positively curved spaces are known as (locally) CAT(0) spaces.

Riemann Surfaces If S {\displaystyle S} is a closed, orientable Riemann surface then it follows from the Uniformization theorem that S {\displaystyle S} may be endowed with a complete Riemannian metric with constant Gaussian curvature of either 0 {\displaystyle 0} , 1 {\displaystyle 1} or − 1 {\displaystyle -1} . As a result of the Gauss–Bonnet theorem one can determine that the surfaces which have a Riemannian metric of constant curvature 0 {\displaystyle 0} − 1 {\displaystyle -1} i.e. Riemann surfaces with a complete, Riemannian metric of non-positive constant curvature, are exactly those whose genus is at least 1 {\displaystyle 1} . The Uniformization theorem and the Gauss–Bonnet theorem can both be applied to orientable Riemann surfaces with boundary to show that those surfaces which have a non-positive Euler characteristic are exactly those which admit a Riemannian metric of non-positive curvature. There is therefore an infinite family of homeomorphism types of such surfaces whereas the Riemann sphere is the only closed, orientable Riemann surface of constant Gaussian curvature 1 {\displaystyle 1} . The definition of curvature above depends upon the existence of a Riemannian metric and therefore lies in the field of geometry. However the Gauss–Bonnet theorem ensures that the topology of a surface places constraints on the complete Riemannian metrics which may be imposed on a surface so the study of metric spaces of non-positive curvature is of vital interest in both the mathematical fields of geometry and topology. Classical examples of surfaces of non-positive curvature are the Euclidean plane and flat torus (for curvature 0 {\displaystyle 0} ) and the hyperbolic plane and pseudosphere (for curvature − 1 {\displaystyle -1} ). For this reason these metrics as well as the Riemann surfaces which on which they lie as complete metrics are referred to as Euclidean and hyperbolic respectively.

Generalizations The characteristic features of the geometry of non-positively curved Riemann surfaces are used to generalize the notion of non-positive beyond the study of Riemann surfaces. In the study of manifolds or orbifolds of higher dimension, the notion of sectional curvature is used wherein one restricts one's attention to two-dimensional subspaces of the tangent space at a given point. In dimensions greater than 2 {\displaystyle 2} the Mostow–Prasad rigidity theorem ensures that a hyperbolic manifold of finite area has a unique complete hyperbolic metric so the study of hyperbolic geometry in this setting is integral to the study of topology. In an arbitrary geodesic metric space the notions of being Gromov hyperbolic or of being a locally CAT(0) space generalise the notion that on a Riemann surface of non-positive curvature, triangles whose sides are geodesics appear thin whereas in settings of positive curvature they appear fat. This notion of non-positive curvature allows the notion of non-positive curvature is most commonly applied to graphs and is therefore of great use in the fields of combinatorics and geometric group theory.

See also Margulis lemma

References Ballmann, Werner (1995). Lectures on spaces of nonpositive curvature. DMV Seminar 25. Basel: Birkhäuser Verlag. pp. viii+112. ISBN 3-7643-5242-6. MR 1377265 Bridson, Martin R.; Haefliger, André (1999). Metric spaces of non-positive curvature. Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences]. Vol. 319. Berlin: Springer-Verlag. pp. xxii+643. ISBN 3-540-64324-9. MR 1744486 Papadopoulos, Athanase (2014) [2004]. Metric Spaces, Convexity and Nonpositive Curvature. IRMA Lectures in Mathematics and Theoretical Physics Vol. 6. Zürich: European Mathematical Society. p. 298. ISBN 978-3-03719-010-4. MR 2132506

Worked examples

Example 1 — a first encounter with Non-positive curvature

Start with the simplest possible case. Write down what Non-positive curvature claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, 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 Non-positive curvature 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 Non-positive curvature 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 Non-positive curvature

In research
Non-positive curvature appears in mathematics 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 Non-positive curvature 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
Non-positive curvature is common in secondary-school and first-year university syllabi. It links to neighbouring topics Curvature (mathematics), Hyperbolic geometry, Metric geometry, so understanding it makes those chapters shorter.
In everyday life
Look for Non-positive curvature 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 Non-positive curvature in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Non-positive curvature 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 Non-positive curvature out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Non-positive curvature in simple terms?

In mathematics, spaces of non-positive curvature occur in many contexts and form a generalization of hyperbolic geometry. In the category of Riemannian manifolds, one can consider the sectional curvature of the manifold and require that this curvature be everywhere less than or equal to zero.

Why does Non-positive curvature matter?

Because it connects several mathematics 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 Non-positive curvature?

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 Non-positive curvature.

Tags

  • Curvature (mathematics)
  • Hyperbolic geometry
  • Metric geometry

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