natural deduction metalanguage, practical foundations
type theory (dependent, intensional, observational type theory, homotopy type theory)
computational trinitarianism =
propositions as types +programs as proofs +relation type theory/category theory
quantum algorithms:
Broadly speaking, quantum logic is meant to be a kind of formal logic that is to traditional formal logic as quantum mechanics is to classical mechanics: a formal framework which is supposed to be able to express the statements whose semantics is the totality of all what is verifiable by measurement in a quantum system (quantum measurement).
In its traditional and default meaning due to (Birkhoff-vonNeumann 1936) “quantum logic” refers specifically to the orthocomplemented lattice of closed linear subspaces of a Hilbert space of quantum states. Later it was proposed (Yetter 90, Pratt 92, Abramsky-Duncan 05, Girard 11) that a better way to think of the BvN quantum lattices is as the propositions in linear logic (Girard 87), the categorical logic of symmetric monoidal categories.
There is also the proposal (Heunen-Landsman-Spitters 07) that quantum logic should be understood as being the internal logic of Bohr toposes.
In quantum computing the quantum analog of classical logic gates are called quantum logic gates.
Typically in the literature the term “quantum logic” is taken to refer very specifically to the first proposal for such a formalization that was given by (Birkhoff-von Neumann 1936). In this proposal given a quantum mechanical system with a Hilbert space of states, the logical propositions about the system are taken to correspond to (the projections to) closed subspaces, with implication given by inclusion of such subspaces. Hence Birkhoff-von Neumann quantum logic is given by the lattice of closed linear subspaces of Hilbert spaces (regarded as a Hilbert lattice).
This formalization is often understood as being the default meaning of “quantum logic”. But the proposal has later been much criticised, for its lack of key properties that one would demand of a formal logic.
For instance in (Abramsky 09) it is called a “non-logic”
The term quantum logic is usually understood in connection with the 1936 Birkhoff-von Neumann proposal to consider the (closed) linear subspaces of a Hilbert space ordered by inclusion as the formal expression of the logical distinction between quantum and classical physics. While in classical logic we have deduction, the linear subspaces of a Hilbert space form a non-distributive lattice and hence there is no obvious notion of implication or deduction. Quantum logic was therefore always seen as logically very weak, or even as a non-logic. In addition, it has never given a satisfactory account of compound systems and entanglement.
Here by “no deduction” is meant “no deduction theorem”.
And for example in (Heunen-Landsman-Spitters 07, p. 4) it says the following.
Attractive and revolutionary as this spatial quantum “logic” may appear it faces severe problems. The main logical drawbacks are:
- Due to its lack of distributivity, quantum ‘logic’ is difficult to interpret as a logical structure.
- In particular, despite various proposals no satisfactory implication operator has been found (so that there is no deductive system in quantum logic).
- Quantum ‘logic’ is a propositional language; no satisfactory generalization to predicate logic has been found.
Quantum logic is also problematic from a physical perspective. Since (by various theorems and wide agreement) quantum probabilities do not admit an ignorance interpretation, $[0, 1]$-valued truth values attributed to propositions by pure states via the Born rule cannot be regarded as sharp (i.e. {0, 1}-valued) truth values muddled by human ignorance. This implies that, if $X = [a \in \Delta]$ represents a quantum-mechanical proposition, it is wrong to say that either $x$ or its negation holds, but we just do not know which of these alternatives applies. However, in quantum logic one has the law of the excluded middle in the form $x \vee x^\perp = 1$ for all $x$. Thus the formalism of quantum logic does not match the probabilistic structure of quantum theory responsible for its empirical content.
But notice that one may argue that the first three points here are squarely resolved by thinking of BvN-quantum logic as embedded into linear logic, we come back to this in a moment. Concerning the last point one might argue that the propositions in BvN-quantum logic concern the quantum measurement-outcomes (only), for which, at least in some interpretations, it does make sense to speak of a definite result.
In (Girard 11, page xii) it says:
Among the magisterial mistakes of logic, one will first mention quantum logic, whose ridiculousness can only be ascribed to a feeling of superiority of the language – and ideas, even bad, as soon as they take a written form – over the physical world. Quantum logic is indeed a sort of punishment inflicted on nature, guilty of not yielding to the prejudices of logicians… just like Xerxes had the Hellespont – which had destroyed a boat bridge – whipped.
For more and more objective criticism see (Girard 11, section 17).
Girard had introduced the class of formal logic systems called linear logic and it has been argued that linear logic and more generally linear type theory does faithfully capture the essence of quantum mechanics (Yetter 90. Pratt 92, Abramsky-Duncan 05, Duncan 06), see (Baez-Stay 09 for an introductory exposition). This is due to the fact that the categorical semantics of linear logic is in symmetric monoidal categories such as those used in the description of finite quantum mechanics in terms of dagger-compact categories. In particular the category of (finite dimensional) Hilbert spaces whose subobjects/propositions form the Birkhoff-von Neumann style quantum logic does interpret linear logic.
This is stated explicitly for instance in (Pratt 92, p.4):
These objections are overcome in the extension of quantum logic to linear logic as a dynamic quantum logic.
Notice that the subobjects in a category of (finite dimensional) Hilbert spaces, and hence the propositions in the categorical logic of Hilbert spaces, are the (closed) linear subspaces. Therefore Birkhoff-von Neumann quantum logic is indeed subsumed as a fragment of linear logic. This (obvious) fact was highlighted in (Crown 75) and then later with more of categorical logic in place and emphasizing dagger-structures in (Heunen 08, Harding 08 Heunen-Jacobs 09, Coecke-Heunen-Kissinger 13). Also (CCGP 09, section 9.3):
both orthologic (or weakenings thereof) and linear logic share the failure of lattice distributivity. In particular, the fragment of linear logic that includes just negation and the additive connectives is nothing but a version of the paraconsistent quantum logic PQL.
That seems to make much of the above-listed criticism appear in a different light. For instance there is also a natural notion of dependent linear type theory and that does yield a well-behaved kind of predicate logic with quantifiers for linear logic.
It is based on the setting the Hilbert lattice (of closed suspaces of a Hilbert space) to represent the set of propositions of quantum system.
…
conjunction is given by intersection of two linear subspaces
disjunction however is given by forming the linear space of two linear subspaces. Hence quantum states in the conjunction $A \vee B$ may be linear combinations of states in $A$ and $B$. This is an incarnation of superposition principle of quantum mechanics.
as a result, the BvN disjunction does not distribute over conjunction, and hence the BvN lattice is not a distributive lattice.
negation is given by forming orthogonal complement
On top of the above lattice of lineat subspaces, take into account that it carries naturally a tensor product. That makes it a quantale.
More generally, if we do not just consider the monoidal poset (quantale) but more generally symmetric monoidal categories then this is linear logic, linear type theory
(…)
(…)
The linearity of the logic, hence the absence of a diagonal in its categorical semantics, corresponds to the no-cloning theorem of quantum physics
See at Bohr topos for more.
General introductions and surveys include
Wikipedia, Quantum logic
Stanford encyclopaedia of philosophy, Quantum logic and probability theory
Kurt Engesser, Dov M. Gabbay, Daniel Lehmann (eds.) Handbook of Quantum Logic and Quantum Structures: Quantum Logic, 2009 North Holland
I. Pitowsky, Quantum probability — quantum logic, Springer Lecture Notes in Physics 321
P. Pták and S. Pulmannová, Orthomodular structures as quantum logics, ser. Fundamental theories of physics. Kluwer Academic Publishers, 1991.
A bibliography of hundreds of works up to 1992 is
The original article on quantum logic is
Further discussion of this includes
A. Gleason, Measures on the closed subspaces of a Hilbert space, Journal of Mathematics and Mechanics 6: 885-893 (1957)
Samuel S. Holland Jr., Orthomodularity in infinite dimensions; a theorem of M. Solèr, Bull. Amer. Math. Soc. (N.S.) 32 (1995) 205-234, arXiv:math.RA/9504224
Discussion of categorical logic in symmetric monoidal categories and hence of linear logic as quantum logic is in
(Girard 87 introduces linear logic nad suggests a possible relation to quantum physics, but remains undecided on thatM on p. 7 it says: “One of the wild hopes that this suggests is the possibility of a direct connection with quantum mechanics… but let’s not dream too much!”)
(Yetter 90) observes the the relation of linear logic to quantales, which have otherwise been proposed as providing a quantum logic.)
(Pratt 92 is maybe the first to really say that linear logic is a good kind of quantum logic.
Samson Abramsky, Bob Coecke, A categorical semantics of quantum protocols , Proceedings of the 19th IEEE conference on Logic in Computer Science (LiCS’04). IEEE Computer Science Press (2004) (arXiv:quant-ph/0402130)
Samson Abramsky, Ross Duncan, A Categorical Quantum Logic, Mathematical Structures in Computer Science, Volume 16, Issue 3 (2006) pp. 469 - 489 (arXiv:quant-ph/0512114, doi:10.1017/S0960129506005275)
Ross Duncan, Types for quantum mechanics, 2006 (pdf, slides)
(This highlights more linear type theory and its use in quantum theory.)
Chris Heunen, Quantifiers for quantum logic (arXiv:0811.1457)
John Harding, A link between quantum logic and categorical quantum mechanics, Int J Theor Phys (2009) 48: 769–802
Chris Heunen, Bart Jacobs, Quantum Logic in Dagger Kernel Categories, Order, July 2010, Volume 27, Issue 2, pp 177-212, (arXiv:0902.2355)
Gianpiero Cattaneo, Maria Luisa Dalla Chiara, Roberto Giuntini and Francesco Paoli, section 9 of Quantum Logic and Nonclassical Logics, p. 127 in Kurt Engesser, Dov M. Gabbay, Daniel Lehmann (eds.) Handbook of Quantum Logic and Quantum Structures: Quantum Logic, 2009 North Holland
Samson Abramsky, Temperley-Lieb Algebra: From Knot Theory to Logic and Computation via Quantum Mechanics, In Goong Chen, Louis Kauffman,
and Samuel Lomonaco (eds.), Mathematics of Quantum Computing and Technology, pages 415–458. Taylor and Francis, 2007. (arXiv:0910.2737)
Jean-Yves Girard, Lectures on Logic, European Mathematical Society 2011
Ugo Dal Lago, Claudia Faggian, On Multiplicative Linear Logic, Modality and Quantum Circuits (arXiv:1210.0613)
Bob Coecke, Chris Heunen, Aleks Kissinger, Compositional Quantum Logic (arXiv:1302.4900)
That therefore in particular categories of cobordisms (the domains of functorial quantum field theory) interpret quantum logic qua linear logic has been highlighted in
Sergey Slavnov, From proof-nets to bordisms: the geometric meaning of multiplicative connectives, Mathematical Structures in Computer Science / Volume 15 / Issue 06 / December 2005, pp 1151 - 1178
John Baez, Mike Stay, Physics, topology, logic and computation: a rosetta stone, (arxiv/0903.0340); in “New Structures for Physics”, ed. Bob Coecke, Lecture Notes in Physics 813, Springer, Berlin, 2011, pp. 95-174 (doi:10.1007/978-3-642-12821-9)
Discussion of Fock space-type free quantum field theory in linear logic is in
The proposal that the internal logic of Bohr toposes is a good notion of quantum logic is made in
Chris Heunen, Klaas Landsman, Bas Spitters, A topos for algebraic quantum theory, Comm. Math. Phys. 291:63–110, 2009, free access doi, arXiv:0709.4364
Steve Vickers, slides from Midland Grad. School 2010, quantum topos theory, web, most relevant part IV: pdf
See also
Yuri Manin, A course in mathematical logic, Springer
Д.И. Блохинцев, Принципиальные вопросы квантовой механики, 1966, 162 с.
A. Sudbery, Quantum mechanics and the particles of nature, An outline for mathematicians, Camb. Univ. Press 1986
Stanford Encyclopedia of Philosophy, qm: von Neumann vs. Dirac,