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Homotopy type theory

In mathematical logic and computer science, homotopy type theory (HoTT) refers to various lines of development of intuitionistic type theory, based on the interpretation of types as objects to which the intuition of (abstract) homotopy theory applies.

Cover of Homotopy Type Theory: Univalent Foundations of Mathematics.

This includes, among other lines of work, the construction of homotopical and higher-categorical models for such type theories; the use of type theory as a logic (or internal language) for abstract homotopy theory and higher category theory; the development of mathematics within a type-theoretic foundation (including both previously existing mathematics and new mathematics that homotopical types make possible); and the formalization of each of these in computer proof assistants.

There is a large overlap between the work referred to as homotopy type theory, and that called the univalent foundations project. Although neither is precisely delineated, and the terms are sometimes used interchangeably, the choice of usage also sometimes corresponds to differences in viewpoint and emphasis.[1] As such, this article may not represent the views of all researchers in the fields equally. This kind of variability is unavoidable when a field is in rapid flux.

History edit

Groupoid model edit

At one time, the idea that types in intensional type theory with their identity types could be regarded as groupoids was mathematical folklore. It was first made precise semantically in the 1994 paper of Martin Hofmann and Thomas Streicher called "The groupoid model refutes uniqueness of identity proofs",[2] in which they showed that intensional type theory had a model in the category of groupoids. This was the first truly "homotopical" model of type theory, albeit only "1-dimensional" (the traditional models in the category of sets being homotopically 0-dimensional).

Their follow-up paper[3] foreshadowed several later developments in homotopy type theory. For instance, they noted that the groupoid model satisfies a rule they called "universe extensionality", which is none other than the restriction to 1-types of the univalence axiom that Vladimir Voevodsky proposed ten years later. (The axiom for 1-types is notably simpler to formulate, however, since a coherent notion of "equivalence" is not required.) They also defined "categories with isomorphism as equality" and conjectured that in a model using higher-dimensional groupoids, for such categories one would have "equivalence is equality"; this was later proven by Benedikt Ahrens, Krzysztof Kapulkin, and Michael Shulman.[4]

Early history: model categories and higher groupoids edit

The first higher-dimensional models of intensional type theory were constructed by Steve Awodey and his student Michael Warren in 2005 using Quillen model categories. These results were first presented in public at the conference FMCS 2006[5] at which Warren gave a talk titled "Homotopy models of intensional type theory", which also served as his thesis prospectus (the dissertation committee present were Awodey, Nicola Gambino and Alex Simpson). A summary is contained in Warren's thesis prospectus abstract.[6]

At a subsequent workshop about identity types at Uppsala University in 2006[7] there were two talks about the relation between intensional type theory and factorization systems: one by Richard Garner, "Factorisation systems for type theory",[8] and one by Michael Warren, "Model categories and intensional identity types". Related ideas were discussed in the talks by Steve Awodey, "Type theory of higher-dimensional categories", and Thomas Streicher, "Identity types vs. weak omega-groupoids: some ideas, some problems". At the same conference Benno van den Berg gave a talk titled "Types as weak omega-categories" where he outlined the ideas that later became the subject of a joint paper with Richard Garner.

All early constructions of higher dimensional models had to deal with the problem of coherence typical of models of dependent type theory, and various solutions were developed. One such was given in 2009 by Voevodsky, another in 2010 by van den Berg and Garner.[9] A general solution, building on Voevodsky's construction, was eventually given by Lumsdaine and Warren in 2014.[10]

At the PSSL86 in 2007[11] Awodey gave a talk titled "Homotopy type theory" (this was the first public usage of that term, which was coined by Awodey[12]). Awodey and Warren summarized their results in the paper "Homotopy theoretic models of identity types", which was posted on the ArXiv preprint server in 2007[13] and published in 2009; a more detailed version appeared in Warren's thesis "Homotopy theoretic aspects of constructive type theory" in 2008.

At about the same time, Vladimir Voevodsky was independently investigating type theory in the context of the search of a language for practical formalization of mathematics. In September 2006 he posted to the Types mailing list "A very short note on homotopy lambda calculus",[14] which sketched the outlines of a type theory with dependent products, sums and universes and of a model of this type theory in Kan simplicial sets. It began by saying "The homotopy λ-calculus is a hypothetical (at the moment) type system" and ended with "At the moment much of what I said above is at the level of conjectures. Even the definition of the model of TS in the homotopy category is non-trivial" referring to the complex coherence issues that were not resolved until 2009. This note included a syntactic definition of "equality types" that were claimed to be interpreted in the model by path-spaces, but did not consider Per Martin-Löf's rules for identity types. It also stratified the universes by homotopy dimension in addition to size, an idea that later was mostly discarded.

On the syntactic side, Benno van den Berg conjectured in 2006 that the tower of identity types of a type in intensional type theory should have the structure of an ω-category, and indeed a ω-groupoid, in the "globular, algebraic" sense of Michael Batanin. This was later proven independently by van den Berg and Garner in the paper "Types are weak omega-groupoids" (published 2008),[15] and by Peter Lumsdaine in the paper "Weak ω-Categories from Intensional Type Theory" (published 2009) and as part of his 2010 Ph.D. thesis "Higher Categories from Type Theories".[16]

The univalence axiom, synthetic homotopy theory, and higher inductive types edit

The concept of a univalent fibration was introduced by Voevodsky in early 2006.[17] However, because of the insistence of all presentations of the Martin-Löf type theory on the property that the identity types, in the empty context, may contain only reflexivity, Voevodsky did not recognize until 2009 that these identity types can be used in combination with the univalent universes. In particular, the idea that univalence can be introduced simply by adding an axiom to the existing Martin-Löf type theory appeared only in 2009.[a][b]

Also in 2009, Voevodsky worked out more of the details of a model of type theory in Kan complexes, and observed that the existence of a universal Kan fibration could be used to resolve the coherence problems for categorical models of type theory. He also proved, using an idea of A. K. Bousfield, that this universal fibration was univalent: the associated fibration of pairwise homotopy equivalences between the fibers is equivalent to the paths-space fibration of the base.

To formulate univalence as an axiom Voevodsky found a way to define "equivalences" syntactically that had the important property that the type representing the statement "f is an equivalence" was (under the assumption of function extensionality) (-1)-truncated (i.e. contractible if inhabited). This enabled him to give a syntactic statement of univalence, generalizing Hofmann and Streicher's "universe extensionality" to higher dimensions. He was also able to use these definitions of equivalences and contractibility to start developing significant amounts of "synthetic homotopy theory" in the proof assistant Coq; this formed the basis of the library later called "Foundations" and eventually "UniMath".[19]

Unification of the various threads began in February 2010 with an informal meeting at Carnegie Mellon University, where Voevodsky presented his model in Kan complexes and his Coq code to a group including Awodey, Warren, Lumsdaine, Robert Harper, Dan Licata, Michael Shulman, and others. This meeting produced the outlines of a proof (by Warren, Lumsdaine, Licata, and Shulman) that every homotopy equivalence is an equivalence (in Voevodsky's good coherent sense), based on the idea from category theory of improving equivalences to adjoint equivalences. Soon afterwards, Voevodsky proved that the univalence axiom implies function extensionality.

The next pivotal event was a mini-workshop at the Mathematical Research Institute of Oberwolfach in March 2011 organized by Steve Awodey, Richard Garner, Per Martin-Löf, and Vladimir Voevodsky, titled "The homotopy interpretation of constructive type theory".[20] As part of a Coq tutorial for this workshop, Andrej Bauer wrote a small Coq library[21] based on Voevodsky's ideas (but not actually using any of his code); this eventually became the kernel of the first version of the "HoTT" Coq library[22] (the first commit of the latter[23] by Michael Shulman notes "Development based on Andrej Bauer's files, with many ideas taken from Vladimir Voevodsky's files"). One of the most important things to come out of the Oberwolfach meeting was the basic idea of higher inductive types, due to Lumsdaine, Shulman, Bauer, and Warren. The participants also formulated a list of important open questions, such as whether the univalence axiom satisfies canonicity (still open, although some special cases have been resolved positively[24][25]), whether the univalence axiom has nonstandard models (since answered positively by Shulman), and how to define (semi)simplicial types (still open in MLTT, although it can be done in Voevodsky's Homotopy Type System (HTS), a type theory with two equality types).

Soon after the Oberwolfach workshop, the Homotopy Type Theory website and blog[26] was established, and the subject began to be popularized under that name. An idea of some of the important progress during this period can be obtained from the blog history.[27]

Univalent foundations edit

The phrase "univalent foundations" is agreed by all to be closely related to homotopy type theory, but not everyone uses it in the same way. It was originally used by Vladimir Voevodsky to refer to his vision of a foundational system for mathematics in which the basic objects are homotopy types, based on a type theory satisfying § the univalence axiom, and formalized in a computer proof assistant.[28]

As Voevodsky's work became integrated with the community of other researchers working on homotopy type theory, "univalent foundations" was sometimes used interchangeably with "homotopy type theory",[29] and other times to refer only to its use as a foundational system (excluding, for example, the study of model-categorical semantics or computational metatheory).[30] For instance, the subject of the IAS special year was officially given as "univalent foundations", although a lot of the work done there focused on semantics and metatheory in addition to foundations. The book produced by participants in the IAS program was titled "Homotopy type theory: Univalent foundations of mathematics"; although this could refer to either usage, since the book only discusses HoTT as a mathematical foundation.[29]

Special Year on Univalent Foundations of Mathematics edit

An animation showing development of the HoTT Book on the GitHub repository by the participants in the Univalent Foundations Special Year project.

In 2012–13 researchers at the Institute for Advanced Study held "A Special Year on Univalent Foundations of Mathematics".[31] The special year brought together researchers in topology, computer science, category theory, and mathematical logic. The program was organized by Steve Awodey, Thierry Coquand and Vladimir Voevodsky.

During the program Peter Aczel, who was one of the participants, initiated a working group which investigated how to do type theory informally but rigorously, in a style that is analogous to ordinary mathematicians doing set theory. After initial experiments it became clear that this was not only possible but highly beneficial, and that a book (the so-called HoTT Book)[29][32] could and should be written. Many other participants of the project then joined the effort with technical support, writing, proof reading, and offering ideas. Unusually for a mathematics text, it was developed collaboratively and in the open on GitHub, is released under a Creative Commons license that allows people to fork their own version of the book, and is both purchasable in print and downloadable free of charge.[33][34][35]

More generally, the special year was a catalyst for the development of the entire subject; the HoTT Book was only one, albeit the most visible, result.

Official participants in the special year

ACM Computing Reviews listed the book as a notable 2013 publication in the category "mathematics of computing".[36]

Key concepts edit

Intensional type theory Homotopy theory
types   spaces  
terms   points  
   
dependent type   fibration  
identity type   path space
  path  
  homotopy  

"Propositions as types" edit

HoTT uses a modified version of the "propositions as types" interpretation of type theory, according to which types can also represent propositions and terms can then represent proofs. In HoTT, however, unlike in standard "propositions as types", a special role is played by 'mere propositions' which, roughly speaking, are those types having at most one term, up to propositional equality. These are more like conventional logical propositions than are general types, in that they are proof-irrelevant.

Equality edit

The fundamental concept of homotopy type theory is the path. In HoTT, the type   is the type of all paths from the point   to the point  . (Therefore, a proof that a point   equals a point   is the same thing as a path from the point   to the point  .) For any point  , there exists a path of type  , corresponding to the reflexive property of equality. A path of type   can be inverted, forming a path of type  , corresponding to the symmetric property of equality. Two paths of type   resp.   can be concatenated, forming a path of type  ; this corresponds to the transitive property of equality.

Most importantly, given a path  , and a proof of some property  , the proof can be "transported" along the path   to yield a proof of the property  . (Equivalently stated, an object of type   can be turned into an object of type  .) This corresponds to the substitution property of equality. Here, an important difference between HoTT and classical mathematics comes in. In classical mathematics, once the equality of two values   and   has been established,   and   may be used interchangeably thereafter, with no regard to any distinction between them. In homotopy type theory, however, there may be multiple different paths  , and transporting an object along two different paths will yield two different results. Therefore, in homotopy type theory, when applying the substitution property, it is necessary to state which path is being used.

In general, a "proposition" can have multiple different proofs. (For example, the type of all natural numbers, when considered as a proposition, has every natural number as a proof.) Even if a proposition has only one proof  , the space of paths   may be non-trivial in some way. A "mere proposition" is any type which either is empty, or contains only one point with a trivial path space.

Note that people write   for  , thereby leaving the type   of   implicit. Do not confuse it with  , denoting the identity function on  .[c]

Type equivalence edit

Two types   and   belonging to some universe   are defined as being equivalent if there exists an equivalence between them. An equivalence is a function

 

which has both a left inverse and a right inverse, in the sense that for suitably chosen   and  , the following types are both inhabited:

 
 

i.e.

 
 

This expresses a general notion of "  has both a left inverse and right inverse", using equality types. Note that the invertibility conditions above are equality types in the function types   and  . One generally assumes the function extensionality axiom, which ensures that these are equivalent to the following types that express invertibility using the equality on the domain and codomain   and  :

 
 

i.e. for all   and  ,

 
 

The functions of type

 

together with a proof that they are equivalences are denoted by

 .

The univalence axiom edit

Having defined functions that are equivalences as above, one can show that there is a canonical way to turn paths to equivalences. In other words, there is a function of the type

 

which expresses that types   that are equal are, in particular, also equivalent.

The univalence axiom states that this function is itself an equivalence.[29]: 115 [18]: 4–6  Therefore, we have

 

"In other words, identity is equivalent to equivalence. In particular, one may say that 'equivalent types are identical'."[29]: 4 

Martín Hötzel Escardó has shown that the property of univalence is independent of Martin-Löf Type Theory (MLTT).[18]: 6 [d]

Applications edit

Theorem proving edit

Advocates claim that HoTT allows mathematical proofs to be translated into a computer programming language for computer proof assistants much more easily than before. They argue this approach increases the potential for computers to check difficult proofs.[37] However, these claims aren't universally accepted and many research efforts and proof assistants don't make use of HoTT.

HoTT adopts the univalence axiom, which relates the equality of logical-mathematical propositions to homotopy theory. An equation such as   is a mathematical proposition in which two different symbols have the same value. In homotopy type theory, this is taken to mean that the two shapes which represent the values of the symbols are topologically equivalent.[37]

These equivalence relationships, ETH Zürich Institute for Theoretical Studies director Giovanni Felder argues, can be better formulated in homotopy theory because it is more comprehensive: Homotopy theory explains not only why "a equals b" but also how to derive this. In set theory, this information would have to be defined additionally, which, advocates argue, makes the translation of mathematical propositions into programming languages more difficult.[37]

Computer programming edit

As of 2015, intense research work was underway to model and formally analyse the computational behavior of the univalence axiom in homotopy type theory.[38]

Cubical type theory is one attempt to give computational content to homotopy type theory.[39]

However, it is believed that certain objects, such as semi-simplicial types, cannot be constructed without reference to some notion of exact equality. Therefore, various two-level type theories have been developed which partition their types into fibrant types, which respect paths, and non-fibrant types, which do not. Cartesian cubical computational type theory is the first two-level type theory which gives a full computational interpretation to homotopy type theory.[40]

See also edit

Notes edit

  1. ^ Univalence is a type, a property of the identity type IdU of a universe U —Martín Hötzel Escardó (2018)[18]: p.1 
  2. ^ "Univalence is a type, and the univalence axiom says that this type has some inhabitant."[18]: p.1 
  3. ^ Here the type theory convention is used, that type names begin with a capitalized letter, but that function names begin with a lower-case letter.
  4. ^ Martín Hötzel Escardó has shown that the property of univalence, "a property of the identity type IdU of a universe U",[18]: 4  may or may not have an inhabitant. By the Univalence Axiom the type 'isUnivalent(U)' has an inhabitant; Hötzel Escardó notes that when reflection is the only way to construct elements of the identity type, other than univalence, one may construct a function J from the identity type, from reflection, and from J.[18]: 2.4 The identity type  Hötzel Escardó proceeds to construct the univalence type, using repeated applications of J. When 'all types are sets' (denoted Axiom K),[18]: 2.4  Axiom K implies the type 'isUnivalent(U)' does not have an inhabitant. Thus Hötzel Escardó finds the type 'isUnivalent(U)' is undecided in Martin-Löf Type Theory (MLTT).[18]: 3.2, p.6 The Univalence Axiom 

References edit

  1. ^ Shulman, Michael (27 January 2016). "Homotopy Type Theory: A synthetic approach to higher equalities". arXiv:1601.05035v3 [math.LO]., footnote 1
  2. ^ Hofmann, M.; Streicher, T. (1994). "The groupoid model refutes uniqueness of identity proofs". Proceedings Ninth Annual IEEE Symposium on Logic in Computer Science. pp. 208–212. doi:10.1109/LICS.1994.316071. ISBN 0-8186-6310-3. S2CID 19496198.
  3. ^ Hofmann, Martin; Streicher, Thomas (1998). "The groupoid interpretation of type theory". In Sambin, Giovanni; Smith, Jan M. (eds.). Twenty Five Years of Constructive Type Theory. Oxford Logic Guides. Vol. 36. Clarendon Press. pp. 83–111. ISBN 978-0-19-158903-4. MR 1686862.
  4. ^ Ahrens, Benedikt; Kapulkin, Krzysztof; Shulman, Michael (2015). "Univalent categories and the Rezk completion". Mathematical Structures in Computer Science. 25 (5): 1010–1039. arXiv:1303.0584. doi:10.1017/S0960129514000486. MR 3340533. S2CID 1135785.
  5. ^ "Foundational Methods in Computer Science 2006, University of Calgary, June 7th - 9th, 2006". University of Calgary. Retrieved 6 June 2021.
  6. ^ Warren, Michael A. (2006). Homotopy Models of Intensional Type Theory (PDF) (Thesis).
  7. ^ "Identity Types - Topological and Categorical Structure, Workshop, Uppsala, November 13-14, 2006". Uppsala University - Department of Mathematics. Retrieved 6 June 2021.
  8. ^ Richard Garner, Factorisation axioms for type theory
  9. ^ Berg, Benno van den; Garner, Richard (27 July 2010). "Topological and simplicial models of identity types". arXiv:1007.4638 [math.LO].
  10. ^ Lumsdaine, Peter LeFanu; Warren, Michael A. (6 November 2014). "The local universes model: an overlooked coherence construction for dependent type theories". ACM Transactions on Computational Logic. 16 (3): 1–31. arXiv:1411.1736. doi:10.1145/2754931. S2CID 14068103.
  11. ^ "86th edition of the Peripatetic Seminar on Sheaves and Logic, Henri Poincaré University, September 8-9, 2007". loria.fr. Archived from the original on 17 December 2014. Retrieved 20 December 2014.
  12. ^ Preliminary list of PSSL86 participants
  13. ^ Awodey, Steve; Warren, Michael A. (3 September 2007). "Homotopy theoretic models of identity types". Mathematical Proceedings of the Cambridge Philosophical Society. 146 (1): 45. arXiv:0709.0248. Bibcode:2008MPCPS.146...45A. doi:10.1017/S0305004108001783. S2CID 7915709.
  14. ^ Voevodsky, Vladimir (27 September 2006). "A very short note on homotopy λ-calculus". ucr.edu. Retrieved 6 June 2021.
  15. ^ van den Berg, Benno; Garner, Richard (1 December 2007). "Types are weak omega-groupoids". Proceedings of the London Mathematical Society. 102 (2): 370–394. arXiv:0812.0298. doi:10.1112/plms/pdq026. S2CID 5575780.
  16. ^ Lumsdaine, Peter (2010). "Higher Categories from Type Theories" (PDF) (Ph.D.). Carnegie Mellon University.
  17. ^ Notes on homotopy lambda calculus, March 2006
  18. ^ a b c d e f g h Martín Hötzel Escardó (October 18, 2018) A self-contained, brief and complete formulation of Voevodsky’s Univalence Axiom
  19. ^ GitHub repository, Univalent Mathematics
  20. ^ Awodey, Steve; Garner, Richard; Martin-Löf, Per; Voevodsky, Vladimir (27 February – 5 March 2011). "Mini-Workshop: The Homotopy Interpretation of Constructive Type Theory" (PDF). Oberwolfach Reports. Mathematical Research Institute of Oberwolfach: 609–638. doi:10.4171/OWR/2011/11. Retrieved 6 June 2021.
  21. ^ GitHub repository, Andrej Bauer, Homotopy theory in Coq
  22. ^ Bauer, Andrej; Voevodsky, Vladimir (29 April 2011). "Basic homotopy type theory". GitHub. Retrieved 6 June 2021.
  23. ^ GitHub repository, Homotopy type theory
  24. ^ Shulman, Michael (2015). "Univalence for inverse diagrams and homotopy canonicity". Mathematical Structures in Computer Science. 25 (5): 1203–1277. arXiv:1203.3253. doi:10.1017/S0960129514000565. S2CID 13595170.
  25. ^ Licata, Daniel R.; Harper, Robert (21 July 2011). "Canonicity for 2-Dimensional Type Theory" (PDF). Carnegie Mellon University. Retrieved 6 June 2021.
  26. ^ Homotopy Type Theory and Univalent Foundations Blog
  27. ^ Homotopy Type Theory blog
  28. ^ Type Theory and Univalent Foundations
  29. ^ a b c d e Univalent Foundations Program (2013). Homotopy Type Theory: Univalent Foundations of Mathematics. Institute for Advanced Study.
  30. ^ Homotopy Type Theory: References
  31. ^ IAS school of mathematics: Special Year on The Univalent Foundations of Mathematics
  32. ^ Official announcement of The HoTT Book, by Steve Awodey, 20 June 2013
  33. ^ Monroe, D (2014). "A New Type of Mathematics?". Comm ACM. 57 (2): 13–15. doi:10.1145/2557446. S2CID 6120947.
  34. ^ Shulman, Mike (20 June 2013). "The HoTT Book". The n-Category Café. Retrieved 6 June 2021 – via University of Texas.
  35. ^ Bauer, Andrej (20 June 2013). "The HoTT Book". Mathematics and Computation. Retrieved 6 June 2021.
  36. ^ ACM Computing Reviews. "Best of 2013".
  37. ^ a b c Meyer, Florian (3 September 2014). "A new foundation for mathematics". R&D Magazine. Retrieved 29 July 2021.
  38. ^ Sojakova, Kristina (2015). Higher Inductive Types as Homotopy-Initial Algebras. POPL 2015. arXiv:1402.0761. doi:10.1145/2676726.2676983.
  39. ^ Cohen, Cyril; Coquand, Thierry; Huber, Simon; Mörtberg, Anders (2015). Cubical Type Theory: a constructive interpretation of the univalence axiom. TYPES 2015.
  40. ^ Anguili, Carlo; Favonia; Harper, Robert (2018). Cartesian Cubical Computational Type Theory: Constructive Reasoning with Paths and Equalities (PDF). Computer Science Logic 2018. Retrieved 26 August 2018. (to appear)

Bibliography edit

  • The Univalent Foundations Program (2013). Homotopy Type Theory: Univalent Foundations of Mathematics. Princeton, NJ: Institute for Advanced Study. MR 3204653. ( cited in this article.)
  • Awodey, S.; Warren, M. A. (January 2009). "Homotopy Theoretic Models of Identity Types". Mathematical Proceedings of the Cambridge Philosophical Society. 146 (1): 45–55. arXiv:0709.0248. Bibcode:2008MPCPS.146...45A. doi:10.1017/S0305004108001783. S2CID 7915709. As PDF.
  • Awodey, Steve (2012). "Type Theory and Homotopy" (PDF). In Dybjer, P.; Lindström, Sten; Palmgren, Erik; et al. (eds.). Epistemology versus Ontology. Logic, Epistemology, and the Unity of Science. Springer. pp. 183–201. CiteSeerX 10.1.1.750.3626. doi:10.1007/978-94-007-4435-6_9. ISBN 978-94-007-4434-9. S2CID 4499538.
  • Awodey, Steve (2014). "Structuralism, Invariance, and Univalence". Philosophia Mathematica. 22 (1): 1–11. CiteSeerX 10.1.1.691.8113. doi:10.1093/philmat/nkt030.
  • Hofmann, Martin; Streicher, Thomas (1998). "The groupoid interpretation of type theory". In Sambin, G.; Smith, J.M. (eds.). Twenty Five Years of Constructive Type Theory. Clarendon Press. pp. 83–112. ISBN 978-0-19-158903-4. As postscript.
  • Rijke, Egbert (2012). Homotopy Type Theory (PDF) (Master's). Utrecht University.
  • Voevodsky, Vladimir (2006), A Very Short Note on Homotopy Lambda Calculus (PDF)
  • Voevodsky, Vladimir (2010), The Equivalence Axiom and Univalent Models of Type Theory, arXiv:1402.5556, Bibcode:2014arXiv1402.5556V
  • Warren, Michael A. (2008). Homotopy Theoretic Aspects of Constructive Type Theory (PDF) (Ph.D.). Carnegie Mellon University.

Further reading edit

  • David Corfield (2020), Modal Homotopy Type Theory: The Prospect of a New Logic for Philosophy, Oxford University Press.
  • Egbert Rijke (2022), Introduction to Homotopy Type Theory, arXiv:2212.11082. Introductory textbook.

External links edit

  • Homotopy Type Theory
  • Homotopy type theory at the nLab
  • Homotopy type theory wiki
  • Vladimir Voevodsky's webpage on the Univalent Foundations
  • Homotopy Type Theory and the Univalent Foundations of Mathematics by Steve Awodey
  • "Constructive Type Theory and Homotopy" – Video lecture by Steve Awodey at the Institute for Advanced Study

Libraries of formalized mathematics edit

  • Foundations library (2010-current)
  • HoTT library (2011-current), 30 January 2022
  • P-adics library (2011-2012)
  • RezkCompletion library, January 2022 (now integrated into UniMath, where further development takes place)
  • Ktheory library
  • UniMath library (2014-current), 25 January 2022

homotopy, type, theory, mathematical, logic, computer, science, homotopy, type, theory, hott, refers, various, lines, development, intuitionistic, type, theory, based, interpretation, types, objects, which, intuition, abstract, homotopy, theory, applies, cover. In mathematical logic and computer science homotopy type theory HoTT refers to various lines of development of intuitionistic type theory based on the interpretation of types as objects to which the intuition of abstract homotopy theory applies Cover of Homotopy Type Theory Univalent Foundations of Mathematics This includes among other lines of work the construction of homotopical and higher categorical models for such type theories the use of type theory as a logic or internal language for abstract homotopy theory and higher category theory the development of mathematics within a type theoretic foundation including both previously existing mathematics and new mathematics that homotopical types make possible and the formalization of each of these in computer proof assistants There is a large overlap between the work referred to as homotopy type theory and that called the univalent foundations project Although neither is precisely delineated and the terms are sometimes used interchangeably the choice of usage also sometimes corresponds to differences in viewpoint and emphasis 1 As such this article may not represent the views of all researchers in the fields equally This kind of variability is unavoidable when a field is in rapid flux Contents 1 History 1 1 Groupoid model 1 2 Early history model categories and higher groupoids 1 3 The univalence axiom synthetic homotopy theory and higher inductive types 2 Univalent foundations 3 Special Year on Univalent Foundations of Mathematics 4 Key concepts 4 1 Propositions as types 4 2 Equality 4 3 Type equivalence 4 4 The univalence axiom 5 Applications 5 1 Theorem proving 5 2 Computer programming 6 See also 7 Notes 8 References 9 Bibliography 10 Further reading 11 External links 11 1 Libraries of formalized mathematicsHistory editGroupoid model edit At one time the idea that types in intensional type theory with their identity types could be regarded as groupoids was mathematical folklore It was first made precise semantically in the 1994 paper of Martin Hofmann and Thomas Streicher called The groupoid model refutes uniqueness of identity proofs 2 in which they showed that intensional type theory had a model in the category of groupoids This was the first truly homotopical model of type theory albeit only 1 dimensional the traditional models in the category of sets being homotopically 0 dimensional Their follow up paper 3 foreshadowed several later developments in homotopy type theory For instance they noted that the groupoid model satisfies a rule they called universe extensionality which is none other than the restriction to 1 types of the univalence axiom that Vladimir Voevodsky proposed ten years later The axiom for 1 types is notably simpler to formulate however since a coherent notion of equivalence is not required They also defined categories with isomorphism as equality and conjectured that in a model using higher dimensional groupoids for such categories one would have equivalence is equality this was later proven by Benedikt Ahrens Krzysztof Kapulkin and Michael Shulman 4 Early history model categories and higher groupoids edit The first higher dimensional models of intensional type theory were constructed by Steve Awodey and his student Michael Warren in 2005 using Quillen model categories These results were first presented in public at the conference FMCS 2006 5 at which Warren gave a talk titled Homotopy models of intensional type theory which also served as his thesis prospectus the dissertation committee present were Awodey Nicola Gambino and Alex Simpson A summary is contained in Warren s thesis prospectus abstract 6 At a subsequent workshop about identity types at Uppsala University in 2006 7 there were two talks about the relation between intensional type theory and factorization systems one by Richard Garner Factorisation systems for type theory 8 and one by Michael Warren Model categories and intensional identity types Related ideas were discussed in the talks by Steve Awodey Type theory of higher dimensional categories and Thomas Streicher Identity types vs weak omega groupoids some ideas some problems At the same conference Benno van den Berg gave a talk titled Types as weak omega categories where he outlined the ideas that later became the subject of a joint paper with Richard Garner All early constructions of higher dimensional models had to deal with the problem of coherence typical of models of dependent type theory and various solutions were developed One such was given in 2009 by Voevodsky another in 2010 by van den Berg and Garner 9 A general solution building on Voevodsky s construction was eventually given by Lumsdaine and Warren in 2014 10 At the PSSL86 in 2007 11 Awodey gave a talk titled Homotopy type theory this was the first public usage of that term which was coined by Awodey 12 Awodey and Warren summarized their results in the paper Homotopy theoretic models of identity types which was posted on the ArXiv preprint server in 2007 13 and published in 2009 a more detailed version appeared in Warren s thesis Homotopy theoretic aspects of constructive type theory in 2008 At about the same time Vladimir Voevodsky was independently investigating type theory in the context of the search of a language for practical formalization of mathematics In September 2006 he posted to the Types mailing list A very short note on homotopy lambda calculus 14 which sketched the outlines of a type theory with dependent products sums and universes and of a model of this type theory in Kan simplicial sets It began by saying The homotopy l calculus is a hypothetical at the moment type system and ended with At the moment much of what I said above is at the level of conjectures Even the definition of the model of TS in the homotopy category is non trivial referring to the complex coherence issues that were not resolved until 2009 This note included a syntactic definition of equality types that were claimed to be interpreted in the model by path spaces but did not consider Per Martin Lof s rules for identity types It also stratified the universes by homotopy dimension in addition to size an idea that later was mostly discarded On the syntactic side Benno van den Berg conjectured in 2006 that the tower of identity types of a type in intensional type theory should have the structure of an w category and indeed a w groupoid in the globular algebraic sense of Michael Batanin This was later proven independently by van den Berg and Garner in the paper Types are weak omega groupoids published 2008 15 and by Peter Lumsdaine in the paper Weak w Categories from Intensional Type Theory published 2009 and as part of his 2010 Ph D thesis Higher Categories from Type Theories 16 The univalence axiom synthetic homotopy theory and higher inductive types edit The concept of a univalent fibration was introduced by Voevodsky in early 2006 17 However because of the insistence of all presentations of the Martin Lof type theory on the property that the identity types in the empty context may contain only reflexivity Voevodsky did not recognize until 2009 that these identity types can be used in combination with the univalent universes In particular the idea that univalence can be introduced simply by adding an axiom to the existing Martin Lof type theory appeared only in 2009 a b Also in 2009 Voevodsky worked out more of the details of a model of type theory in Kan complexes and observed that the existence of a universal Kan fibration could be used to resolve the coherence problems for categorical models of type theory He also proved using an idea of A K Bousfield that this universal fibration was univalent the associated fibration of pairwise homotopy equivalences between the fibers is equivalent to the paths space fibration of the base To formulate univalence as an axiom Voevodsky found a way to define equivalences syntactically that had the important property that the type representing the statement f is an equivalence was under the assumption of function extensionality 1 truncated i e contractible if inhabited This enabled him to give a syntactic statement of univalence generalizing Hofmann and Streicher s universe extensionality to higher dimensions He was also able to use these definitions of equivalences and contractibility to start developing significant amounts of synthetic homotopy theory in the proof assistant Coq this formed the basis of the library later called Foundations and eventually UniMath 19 Unification of the various threads began in February 2010 with an informal meeting at Carnegie Mellon University where Voevodsky presented his model in Kan complexes and his Coq code to a group including Awodey Warren Lumsdaine Robert Harper Dan Licata Michael Shulman and others This meeting produced the outlines of a proof by Warren Lumsdaine Licata and Shulman that every homotopy equivalence is an equivalence in Voevodsky s good coherent sense based on the idea from category theory of improving equivalences to adjoint equivalences Soon afterwards Voevodsky proved that the univalence axiom implies function extensionality The next pivotal event was a mini workshop at the Mathematical Research Institute of Oberwolfach in March 2011 organized by Steve Awodey Richard Garner Per Martin Lof and Vladimir Voevodsky titled The homotopy interpretation of constructive type theory 20 As part of a Coq tutorial for this workshop Andrej Bauer wrote a small Coq library 21 based on Voevodsky s ideas but not actually using any of his code this eventually became the kernel of the first version of the HoTT Coq library 22 the first commit of the latter 23 by Michael Shulman notes Development based on Andrej Bauer s files with many ideas taken from Vladimir Voevodsky s files One of the most important things to come out of the Oberwolfach meeting was the basic idea of higher inductive types due to Lumsdaine Shulman Bauer and Warren The participants also formulated a list of important open questions such as whether the univalence axiom satisfies canonicity still open although some special cases have been resolved positively 24 25 whether the univalence axiom has nonstandard models since answered positively by Shulman and how to define semi simplicial types still open in MLTT although it can be done in Voevodsky s Homotopy Type System HTS a type theory with two equality types Soon after the Oberwolfach workshop the Homotopy Type Theory website and blog 26 was established and the subject began to be popularized under that name An idea of some of the important progress during this period can be obtained from the blog history 27 Univalent foundations editThe phrase univalent foundations is agreed by all to be closely related to homotopy type theory but not everyone uses it in the same way It was originally used by Vladimir Voevodsky to refer to his vision of a foundational system for mathematics in which the basic objects are homotopy types based on a type theory satisfying the univalence axiom and formalized in a computer proof assistant 28 As Voevodsky s work became integrated with the community of other researchers working on homotopy type theory univalent foundations was sometimes used interchangeably with homotopy type theory 29 and other times to refer only to its use as a foundational system excluding for example the study of model categorical semantics or computational metatheory 30 For instance the subject of the IAS special year was officially given as univalent foundations although a lot of the work done there focused on semantics and metatheory in addition to foundations The book produced by participants in the IAS program was titled Homotopy type theory Univalent foundations of mathematics although this could refer to either usage since the book only discusses HoTT as a mathematical foundation 29 Special Year on Univalent Foundations of Mathematics edit source source source source source source source An animation showing development of the HoTT Book on the GitHub repository by the participants in the Univalent Foundations Special Year project In 2012 13 researchers at the Institute for Advanced Study held A Special Year on Univalent Foundations of Mathematics 31 The special year brought together researchers in topology computer science category theory and mathematical logic The program was organized by Steve Awodey Thierry Coquand and Vladimir Voevodsky During the program Peter Aczel who was one of the participants initiated a working group which investigated how to do type theory informally but rigorously in a style that is analogous to ordinary mathematicians doing set theory After initial experiments it became clear that this was not only possible but highly beneficial and that a book the so called HoTT Book 29 32 could and should be written Many other participants of the project then joined the effort with technical support writing proof reading and offering ideas Unusually for a mathematics text it was developed collaboratively and in the open on GitHub is released under a Creative Commons license that allows people to fork their own version of the book and is both purchasable in print and downloadable free of charge 33 34 35 More generally the special year was a catalyst for the development of the entire subject the HoTT Book was only one albeit the most visible result Official participants in the special year Peter Aczel Benedikt Ahrens Thorsten Altenkirch Steve Awodey Bruno Barras Andrej Bauer Yves Bertot Marc Bezem Thierry Coquand Eric Finster Daniel Grayson Hugo Herbelin Andre Joyal Dan Licata Peter Lumsdaine Assia Mahboubi Per Martin Lof Sergey Melikhov Alvaro Pelayo Andrew Polonsky Michael Shulman Matthieu Sozeau Bas Spitters Benno van den Berg Vladimir Voevodsky Michael Warren Noam Zeilberger ACM Computing Reviews listed the book as a notable 2013 publication in the category mathematics of computing 36 Key concepts editIntensional type theory Homotopy theory types A displaystyle A nbsp spaces A displaystyle A nbsp terms a displaystyle a nbsp points a displaystyle a nbsp a A displaystyle a A nbsp a A displaystyle a in A nbsp dependent type x A B x displaystyle x A vdash B x nbsp fibration B A displaystyle B to A nbsp identity type I d A a b displaystyle mathrm Id A a b nbsp path space p I d A a b displaystyle p mathrm Id A a b nbsp path p a b displaystyle p a to b nbsp a I d I d A a b p q displaystyle alpha mathrm Id mathrm Id A a b p q nbsp homotopy a p q displaystyle alpha p Rightarrow q nbsp Propositions as types edit HoTT uses a modified version of the propositions as types interpretation of type theory according to which types can also represent propositions and terms can then represent proofs In HoTT however unlike in standard propositions as types a special role is played by mere propositions which roughly speaking are those types having at most one term up to propositional equality These are more like conventional logical propositions than are general types in that they are proof irrelevant Equality edit The fundamental concept of homotopy type theory is the path In HoTT the type a b displaystyle a b nbsp is the type of all paths from the point a displaystyle a nbsp to the point b displaystyle b nbsp Therefore a proof that a point a displaystyle a nbsp equals a point b displaystyle b nbsp is the same thing as a path from the point a displaystyle a nbsp to the point b displaystyle b nbsp For any point a displaystyle a nbsp there exists a path of type a a displaystyle a a nbsp corresponding to the reflexive property of equality A path of type a b displaystyle a b nbsp can be inverted forming a path of type b a displaystyle b a nbsp corresponding to the symmetric property of equality Two paths of type a b displaystyle a b nbsp resp b c displaystyle b c nbsp can be concatenated forming a path of type a c displaystyle a c nbsp this corresponds to the transitive property of equality Most importantly given a path p a b displaystyle p a b nbsp and a proof of some property P a displaystyle P a nbsp the proof can be transported along the path p displaystyle p nbsp to yield a proof of the property P b displaystyle P b nbsp Equivalently stated an object of type P a displaystyle P a nbsp can be turned into an object of type P b displaystyle P b nbsp This corresponds to the substitution property of equality Here an important difference between HoTT and classical mathematics comes in In classical mathematics once the equality of two values a displaystyle a nbsp and b displaystyle b nbsp has been established a displaystyle a nbsp and b displaystyle b nbsp may be used interchangeably thereafter with no regard to any distinction between them In homotopy type theory however there may be multiple different paths a b displaystyle a b nbsp and transporting an object along two different paths will yield two different results Therefore in homotopy type theory when applying the substitution property it is necessary to state which path is being used In general a proposition can have multiple different proofs For example the type of all natural numbers when considered as a proposition has every natural number as a proof Even if a proposition has only one proof a displaystyle a nbsp the space of paths a a displaystyle a a nbsp may be non trivial in some way A mere proposition is any type which either is empty or contains only one point with a trivial path space Note that people write a b displaystyle a b nbsp for I d A a b displaystyle Id A a b nbsp thereby leaving the type A displaystyle A nbsp of a b displaystyle a b nbsp implicit Do not confuse it with i d A A A displaystyle id A A to A nbsp denoting the identity function on A displaystyle A nbsp c Type equivalence edit Two types A displaystyle A nbsp and B displaystyle B nbsp belonging to some universe U displaystyle U nbsp are defined as being equivalent if there exists an equivalence between them An equivalence is a function f A B displaystyle f A to B nbsp which has both a left inverse and a right inverse in the sense that for suitably chosen g displaystyle g nbsp and h displaystyle h nbsp the following types are both inhabited I d B B f g i d B displaystyle Id B rightarrow B f circ g id B nbsp I d A A h f i d A displaystyle Id A rightarrow A h circ f id A nbsp i e f g B B i d B displaystyle f circ g B rightarrow B id B nbsp h f A A i d A displaystyle h circ f A rightarrow A id A nbsp This expresses a general notion of f displaystyle f nbsp has both a left inverse and right inverse using equality types Note that the invertibility conditions above are equality types in the function types A A displaystyle A rightarrow A nbsp and B B displaystyle B rightarrow B nbsp One generally assumes the function extensionality axiom which ensures that these are equivalent to the following types that express invertibility using the equality on the domain and codomain A displaystyle A nbsp and B displaystyle B nbsp P y B I d B f g y i d B y displaystyle Pi y B Id B f circ g y id B y nbsp P x A I d A h f x i d A x displaystyle Pi x A Id A h circ f x id A x nbsp i e for all x A displaystyle x A nbsp and y B displaystyle y B nbsp f g y B y displaystyle f g y B y nbsp h f x A x displaystyle h f x A x nbsp The functions of type A B displaystyle A to B nbsp together with a proof that they are equivalences are denoted by A B displaystyle A simeq B nbsp The univalence axiom edit Having defined functions that are equivalences as above one can show that there is a canonical way to turn paths to equivalences In other words there is a function of the type A B A B displaystyle A B to A simeq B nbsp which expresses that types A B displaystyle A B nbsp that are equal are in particular also equivalent The univalence axiom states that this function is itself an equivalence 29 115 18 4 6 Therefore we have A B A B displaystyle A B simeq A simeq B nbsp In other words identity is equivalent to equivalence In particular one may say that equivalent types are identical 29 4 Martin Hotzel Escardo has shown that the property of univalence is independent of Martin Lof Type Theory MLTT 18 6 d Applications editTheorem proving edit Advocates claim that HoTT allows mathematical proofs to be translated into a computer programming language for computer proof assistants much more easily than before They argue this approach increases the potential for computers to check difficult proofs 37 However these claims aren t universally accepted and many research efforts and proof assistants don t make use of HoTT HoTT adopts the univalence axiom which relates the equality of logical mathematical propositions to homotopy theory An equation such as a b displaystyle a b nbsp is a mathematical proposition in which two different symbols have the same value In homotopy type theory this is taken to mean that the two shapes which represent the values of the symbols are topologically equivalent 37 These equivalence relationships ETH Zurich Institute for Theoretical Studies director Giovanni Felder argues can be better formulated in homotopy theory because it is more comprehensive Homotopy theory explains not only why a equals b but also how to derive this In set theory this information would have to be defined additionally which advocates argue makes the translation of mathematical propositions into programming languages more difficult 37 Computer programming edit As of 2015 intense research work was underway to model and formally analyse the computational behavior of the univalence axiom in homotopy type theory 38 Cubical type theory is one attempt to give computational content to homotopy type theory 39 However it is believed that certain objects such as semi simplicial types cannot be constructed without reference to some notion of exact equality Therefore various two level type theories have been developed which partition their types into fibrant types which respect paths and non fibrant types which do not Cartesian cubical computational type theory is the first two level type theory which gives a full computational interpretation to homotopy type theory 40 See also editCalculus of constructions Curry Howard correspondence Intuitionistic type theory Homotopy hypothesis Univalent foundationsNotes edit Univalence is a type a property of the identity type IdU of a universe U Martin Hotzel Escardo 2018 18 p 1 Univalence is a type and the univalence axiom says that this type has some inhabitant 18 p 1 Here the type theory convention is used that type names begin with a capitalized letter but that function names begin with a lower case letter Martin Hotzel Escardo has shown that the property of univalence a property of the identity type IdU of a universe U 18 4 may or may not have an inhabitant By the Univalence Axiom the type isUnivalent U has an inhabitant Hotzel Escardo notes that when reflection is the only way to construct elements of the identity type other than univalence one may construct a function J from the identity type from reflection and from J 18 2 4 The identity type Hotzel Escardo proceeds to construct the univalence type using repeated applications of J When all types are sets denoted Axiom K 18 2 4 Axiom K implies the type isUnivalent U does not have an inhabitant Thus Hotzel Escardo finds the type isUnivalent U is undecided in Martin Lof Type Theory MLTT 18 3 2 p 6 The Univalence Axiom References edit Shulman Michael 27 January 2016 Homotopy Type Theory A synthetic approach to higher equalities arXiv 1601 05035v3 math LO footnote 1 Hofmann M Streicher T 1994 The groupoid model refutes uniqueness of identity proofs Proceedings Ninth Annual IEEE Symposium on Logic in Computer Science pp 208 212 doi 10 1109 LICS 1994 316071 ISBN 0 8186 6310 3 S2CID 19496198 Hofmann Martin Streicher Thomas 1998 The groupoid interpretation of type theory In Sambin Giovanni Smith Jan M eds Twenty Five Years of Constructive Type Theory Oxford Logic Guides Vol 36 Clarendon Press pp 83 111 ISBN 978 0 19 158903 4 MR 1686862 Ahrens Benedikt Kapulkin Krzysztof Shulman Michael 2015 Univalent categories and the Rezk completion Mathematical Structures in Computer Science 25 5 1010 1039 arXiv 1303 0584 doi 10 1017 S0960129514000486 MR 3340533 S2CID 1135785 Foundational Methods in Computer Science 2006 University of Calgary June 7th 9th 2006 University of Calgary Retrieved 6 June 2021 Warren Michael A 2006 Homotopy Models of Intensional Type Theory PDF Thesis Identity Types Topological and Categorical Structure Workshop Uppsala November 13 14 2006 Uppsala University Department of Mathematics Retrieved 6 June 2021 Richard Garner Factorisation axioms for type theory Berg Benno van den Garner Richard 27 July 2010 Topological and simplicial models of identity types arXiv 1007 4638 math LO Lumsdaine Peter LeFanu Warren Michael A 6 November 2014 The local universes model an overlooked coherence construction for dependent type theories ACM Transactions on Computational Logic 16 3 1 31 arXiv 1411 1736 doi 10 1145 2754931 S2CID 14068103 86th edition of the Peripatetic Seminar on Sheaves and Logic Henri Poincare University September 8 9 2007 loria fr Archived from the original on 17 December 2014 Retrieved 20 December 2014 Preliminary list of PSSL86 participants Awodey Steve Warren Michael A 3 September 2007 Homotopy theoretic models of identity types Mathematical Proceedings of the Cambridge Philosophical Society 146 1 45 arXiv 0709 0248 Bibcode 2008MPCPS 146 45A doi 10 1017 S0305004108001783 S2CID 7915709 Voevodsky Vladimir 27 September 2006 A very short note on homotopy l calculus ucr edu Retrieved 6 June 2021 van den Berg Benno Garner Richard 1 December 2007 Types are weak omega groupoids Proceedings of the London Mathematical Society 102 2 370 394 arXiv 0812 0298 doi 10 1112 plms pdq026 S2CID 5575780 Lumsdaine Peter 2010 Higher Categories from Type Theories PDF Ph D Carnegie Mellon University Notes on homotopy lambda calculus March 2006 a b c d e f g h Martin Hotzel Escardo October 18 2018 A self contained brief and complete formulation of Voevodsky s Univalence Axiom GitHub repository Univalent Mathematics Awodey Steve Garner Richard Martin Lof Per Voevodsky Vladimir 27 February 5 March 2011 Mini Workshop The Homotopy Interpretation of Constructive Type Theory PDF Oberwolfach Reports Mathematical Research Institute of Oberwolfach 609 638 doi 10 4171 OWR 2011 11 Retrieved 6 June 2021 GitHub repository Andrej Bauer Homotopy theory in Coq Bauer Andrej Voevodsky Vladimir 29 April 2011 Basic homotopy type theory GitHub Retrieved 6 June 2021 GitHub repository Homotopy type theory Shulman Michael 2015 Univalence for inverse diagrams and homotopy canonicity Mathematical Structures in Computer Science 25 5 1203 1277 arXiv 1203 3253 doi 10 1017 S0960129514000565 S2CID 13595170 Licata Daniel R Harper Robert 21 July 2011 Canonicity for 2 Dimensional Type Theory PDF Carnegie Mellon University Retrieved 6 June 2021 Homotopy Type Theory and Univalent Foundations Blog Homotopy Type Theory blog Type Theory and Univalent Foundations a b c d e Univalent Foundations Program 2013 Homotopy Type Theory Univalent Foundations of Mathematics Institute for Advanced Study Homotopy Type Theory References IAS school of mathematics Special Year on The Univalent Foundations of Mathematics Official announcement of The HoTT Book by Steve Awodey 20 June 2013 Monroe D 2014 A New Type of Mathematics Comm ACM 57 2 13 15 doi 10 1145 2557446 S2CID 6120947 Shulman Mike 20 June 2013 The HoTT Book The n Category Cafe Retrieved 6 June 2021 via University of Texas Bauer Andrej 20 June 2013 The HoTT Book Mathematics and Computation Retrieved 6 June 2021 ACM Computing Reviews Best of 2013 a b c Meyer Florian 3 September 2014 A new foundation for mathematics R amp D Magazine Retrieved 29 July 2021 Sojakova Kristina 2015 Higher Inductive Types as Homotopy Initial Algebras POPL 2015 arXiv 1402 0761 doi 10 1145 2676726 2676983 Cohen Cyril Coquand Thierry Huber Simon Mortberg Anders 2015 Cubical Type Theory a constructive interpretation of the univalence axiom TYPES 2015 Anguili Carlo Favonia Harper Robert 2018 Cartesian Cubical Computational Type Theory Constructive Reasoning with Paths and Equalities PDF Computer Science Logic 2018 Retrieved 26 August 2018 to appear Bibliography editThe Univalent Foundations Program 2013 Homotopy Type Theory Univalent Foundations of Mathematics Princeton NJ Institute for Advanced Study MR 3204653 GitHub version cited in this article Awodey S Warren M A January 2009 Homotopy Theoretic Models of Identity Types Mathematical Proceedings of the Cambridge Philosophical Society 146 1 45 55 arXiv 0709 0248 Bibcode 2008MPCPS 146 45A doi 10 1017 S0305004108001783 S2CID 7915709 As PDF Awodey Steve 2012 Type Theory and Homotopy PDF In Dybjer P Lindstrom Sten Palmgren Erik et al eds Epistemology versus Ontology Logic Epistemology and the Unity of Science Springer pp 183 201 CiteSeerX 10 1 1 750 3626 doi 10 1007 978 94 007 4435 6 9 ISBN 978 94 007 4434 9 S2CID 4499538 Awodey Steve 2014 Structuralism Invariance and Univalence Philosophia Mathematica 22 1 1 11 CiteSeerX 10 1 1 691 8113 doi 10 1093 philmat nkt030 Hofmann Martin Streicher Thomas 1998 The groupoid interpretation of type theory In Sambin G Smith J M eds Twenty Five Years of Constructive Type Theory Clarendon Press pp 83 112 ISBN 978 0 19 158903 4 As postscript Rijke Egbert 2012 Homotopy Type Theory PDF Master s Utrecht University Voevodsky Vladimir 2006 A Very Short Note on Homotopy Lambda Calculus PDF Voevodsky Vladimir 2010 The Equivalence Axiom and Univalent Models of Type Theory arXiv 1402 5556 Bibcode 2014arXiv1402 5556V Warren Michael A 2008 Homotopy Theoretic Aspects of Constructive Type Theory PDF Ph D Carnegie Mellon University Further reading editDavid Corfield 2020 Modal Homotopy Type Theory The Prospect of a New Logic for Philosophy Oxford University Press Egbert Rijke 2022 Introduction to Homotopy Type Theory arXiv 2212 11082 Introductory textbook External links edit nbsp Wikimedia Commons has media related to Homotopy type theory Homotopy Type Theory Homotopy type theory at the nLab Homotopy type theory wiki Vladimir Voevodsky s webpage on the Univalent Foundations Homotopy Type Theory and the Univalent Foundations of Mathematics by Steve Awodey Constructive Type Theory and Homotopy Video lecture by Steve Awodey at the Institute for Advanced Study Libraries of formalized mathematics edit Foundations library 2010 current HoTT library 2011 current 30 January 2022 P adics library 2011 2012 RezkCompletion library January 2022 now integrated into UniMath where further development takes place Ktheory library UniMath library 2014 current 25 January 2022 Retrieved from https en wikipedia org w index php title Homotopy type theory amp oldid 1221425499 Higher inductive types, wikipedia, wiki, book, books, library,

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