ArticleslgStudy

science

Model category

Model category is a 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 Model category rather than just read about it. In short: In mathematics, particularly in homotopy theory, a model category is a category with distinguished classes of morphisms ('arrows') called 'weak equivalences', 'fibrations' and 'cofibrations' satisfying certain axioms relating them. These abstract from the category of topological spaces or of chain complexes (derived category theory).

Model category — main illustration
Model category — illustration

Key takeaways

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

Reference excerpt

In mathematics, particularly in homotopy theory, a model category is a category with distinguished classes of morphisms ('arrows') called 'weak equivalences', 'fibrations' and 'cofibrations' satisfying certain axioms relating them. These abstract from the category of topological spaces or of chain complexes (derived category theory). The concept was introduced by Daniel G. Quillen (1967). In recent decades, the language of model categories has been used in some parts of algebraic K-theory and algebraic geometry, where homotopy-theoretic approaches led to deep results.

Motivation Model categories can provide a natural setting for homotopy theory: the category of topological spaces is a model category, with the homotopy corresponding to the usual theory. Similarly, objects that are thought of as spaces often admit a model category structure, such as the category of simplicial sets. Another model category is the category of chain complexes of R-modules for a commutative ring R. Homotopy theory in this context is homological algebra. Homology can then be viewed as a type of homotopy, allowing generalizations of homology to other objects, such as groups and R-algebras, one of the first major applications of the theory. Because of the above example regarding homology, the study of closed model categories is sometimes thought of as homotopical algebra.

Formal definition The definition given initially by Quillen was that of a closed model category, the assumptions of which seemed strong at the time, motivating others to weaken some of the assumptions to define a model category. In practice the distinction has not proven significant and most recent authors (e.g., Mark Hovey and Philip Hirschhorn) work with closed model categories and simply drop the adjective 'closed'. The definition has been separated to that of a model structure on a category and then further categorical conditions on that category, the necessity of which may seem unmotivated at first but becomes important later. The following definition follows that given by Hovey. A model structure on a category C consists of three distinguished classes of morphisms (equivalently subcategories): weak equivalences, fibrations, and cofibrations, and two functorial factorizations ( α , β ) {\displaystyle (\alpha ,\beta )} and ( γ , δ ) {\displaystyle (\gamma ,\delta )} subject to the following axioms. A fibration that is also a weak equivalence is called an acyclic (or trivial) fibration and a cofibration that is also a weak equivalence is called an acyclic (or trivial) cofibration (or sometimes called an anodyne morphism).

Axioms

Retracts: if g is a morphism belonging to one of the distinguished classes, and f is a retract of g (as objects in the arrow category C 2 {\displaystyle C^{2}} , where 2 is the 2-element ordered set), then f belongs to the same distinguished class. Explicitly, the requirement that f is a retract of g means that there exist i, j, r, and s, such that the following diagram commutes:

2 of 3: if f and g are maps in C such that gf is defined and any two of these are weak equivalences then so is the third. Lifting: acyclic cofibrations have the left lifting property with respect to fibrations, and cofibrations have the left lifting property with respect to acyclic fibrations. Explicitly, if the outer square of the following diagram commutes, where i is a cofibration and p is a fibration, and i or p is acyclic, then there exists h completing the diagram.

Factorization: every morphism f in C can be written as p ∘ i {\displaystyle p\circ i} for a fibration p and an acyclic cofibration i; every morphism f in C can be written as p ∘ i {\displaystyle p\circ i} for an acyclic fibration p and a cofibration i. A model category is a category that has a model structure and all (small) limits and colimits, i.e., a complete and cocomplete category with a model structure.

Definition via weak factorization systems The above definition can be succinctly phrased by the following equivalent definition: a model category is a category C and three classes of (so-called) weak equivalences W, fibrations F and cofibrations C so that

C has all limits and colimits,

( C ∩ W , F ) {\displaystyle (C\cap W,F)} is a weak factorization system,

( C , F ∩ W ) {\displaystyle (C,F\cap W)} is a weak factorization system

W {\displaystyle W} satisfies the 2 of 3 property.

First consequences of the definition The axioms imply that any two of the three classes of maps determine the third (e.g., cofibrations and weak equivalences determine fibrations). Also, the definition is self-dual: if C is a model category, then its opposite category C o p {\displaystyle {\mathcal {C}}^{op}} also admits a model structure so that weak equivalences correspond to their opposites, fibrations opposites of cofibrations and cofibrations opposites of fibrations.

Examples

Topological spaces The category of topological spaces, Top, admits a standard model category structure with the usual (Serre) fibrations and with weak equivalences as weak homotopy equivalences. The cofibrations are not the usual notion found here, but rather the narrower class of maps that have the left lifting property with respect to the acyclic Serre fibrations. Equivalently, they are the retracts of the relative cell complexes, as explained for example in Hovey's Model Categories. This structure is not unique; in general there can be many model category structures on a given category. For the category of topological spaces, another such structure is given by Hurewicz fibrations and standard cofibrations, and the weak equivalences are the (strong) homotopy equivalences.

… excerpt ends here. Continue reading the full article.

Illustrations

Model category illustration

Worked examples

Example 1 — a first encounter with Model category

Start with the simplest possible case. Write down what Model category claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In 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 Model category 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 Model category 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 Model category

In research
Model category appears in 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 Model category 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
Model category is common in secondary-school and first-year university syllabi. It links to neighbouring topics Category theory, Homotopy theory, so understanding it makes those chapters shorter.
In everyday life
Look for Model category 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.
Ask Teacher Smith questions about this articleOpens your AI tutor with a question about “Model category” →

Affiliate

Preply — study more efficiently by working with a personal tutor. 50% off.

How to study Model category in 20 minutes

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

Frequently asked questions

What is Model category in simple terms?

In mathematics, particularly in homotopy theory, a model category is a category with distinguished classes of morphisms ('arrows') called 'weak equivalences', 'fibrations' and 'cofibrations' satisfying certain axioms relating them. These abstract from the category of topological spaces or of chain…

Why does Model category matter?

Because it connects several 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 Model category?

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 Model category.

Tags

  • Category theory
  • Homotopy theory

Keep exploring