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Fundamental Categorifying Physics John Baez Despite the incredible progress over most of the 20th century, and a continuing ow of new observational discoveries neutrino oscillations, dark matter, dark energy, and evidence for in ation theoretical research in fundamental physics seems to be in a stuck phase. So, now more than ever, it seems important to re-examine basic assumptions and seek fundamentally new ideas. Work along these lines is inherently risky: many di erent directions must be explored, since while few will lead to important new insights, it is hard to know in advance which these will be. For this reason, I have ceased for now to work on loop quantum gravity, and begun to rethink basic mathematical structures in physics. The unifying idea behind this multi-pronged project is categori cation , or in simple terms: giving up the naive concept of equality. While equations play an utterly fundamental role in physics, and this is unlikely to change, equations between elements of a set often arise as a shorthand for something deeper: isomorphisms between objects in a category. For example, the equation 1 + 2 = 2 + 1 summarizes the isomorphism between the sets X Y and Y X, where X has 1 elements and Y has 2. In physics, such isomorphisms are closely related to the passage of time. For example, we can demonstrate that 1 + 2 = 2 + 1 by switching two sets of particles: If we think of this as a physical process, the isomorphism between the initial set X Y and the nal set Y X consists of the worldlines traced out by the particles with the passage of time. In topology, a diagram as above is called a braid , and a category that allows isomorphisms of this type is called a braided monoidal category . Quite generally, sets with commutative operations (like addition of numbers) turn out to arise from braided monoidal categories. Indeed, a vast amount of familiar mathematics is turning out to be just a watered-down version of categori ed mathematics some already known, but much just beginning 1 to be glimpsed. In applications to physics, the process of categori cation tends to go hand-in-hand with boosting the dimension by 1 . The picture above already illustrates this: the particles worldlines are 1-dimensional, while the particles themselves are 0-dimensional points. A more impressive example is how certain commutative algebras yielding 2d topological eld theories can be categori ed to give braided monoidal categories, which in turn yield 3d topological eld theories [1, 2, 3]. Yet another example, which I have recently developed with various collaborators, is higher gauge theory [4]. Gauge theory has been remarkably successful in describing the interaction of point particles with various forces. But the mathematics of gauge theory Lie groups [5], Lie algebras [6], bundles [7] and connections [8] can all be categori ed. The resulting higher gauge theory turns out to describe the interaction of strings with background elds, including the somewhat mysterious B eld [10]. Here it is the dimension, not of the ambient spacetime, but of the matter, that is getting boosted: worldlines become worldsheets. Further categori cation clari es the behavior of higherdimensional branes [11]. I have now begun projects with three graduate students to categorify other ideas from fundamental physics. Christopher Walker is working on the algebra of quantum theory, Chris Rogers is categorifying classical mechanics and geometric quantization, and John Huerta is using category-theoretic methods to study the octonions and exceptional Lie groups and their role in particle physics. These students are very talented; what they need most of all is time. They need time for research, and time to contribute to the online dissemination of work in progress via blogging, online lecture notes and videos that is a key part of my research style [15]. Sharing our successes and our mistakes will let the public see how research is done, and let our colleagues see the work as a whole, including ideas that are left out of the nal polished work. At a modest expense, the Foundational Questions Institute could free these students from a portion of their teaching duties and give them more time to work on these projects. Why FQXi? Funding for this sort of multi-faceted fundamental research tends to fall between the cracks, since it sits between mathematics and physics. My work that touches on computer science has received funding, as explained in the last section of this narrative. But the physics aspect does not t squarely in any established research program: while it touches on string theory and loop quantum gravity, it is not really either of these. 2 On the mathematics side, the NSF has divided mathematics into specialties, and my work crosses all the boundaries between these. In particular, the mathematicians at the NSF are loath to fund research that smells of category theory. So, I am turning to FQXi for help. Categorifying the Algebra of Quantum Theory Christopher Walker and I are working on an approach to quantum theory in which Hilbert spaces are replaced by purely combinatorial structures. The extensive use of the complex numbers in quantum physics is often taken for granted. With the research we are undertaking, we hope to show that by replacing the complex numbers with something more fundamental, we can see deeper into the algebra used in quantum theory. Combinatorics naturally explains some of the discreteness seen in quantum mechanics. While this sounds super cially plausible, it actually came as a great surprise when James Dolan and I found that Joyal s work on combinatorics [12] gave a new way to understand the quantum harmonic oscillator, or more generally quantum eld theory. For example, the creation and annihilation operators a and a, which physically describe the process of adding or removing a particle, can be seen as operations that describe the process of adding or removing an element from a nite set. A fundamental fact about quantum theory is that these operators fail to commute: aa a a = 1 in units where Planck s constant is 1. Remarkably, this fact has a simple combinatorial interpretation: there is one more way to add an element to a nite set and then remove one, than to remove one and then add one. Furthermore, this interpretation can be used to categorify the commutation relation aa a a = 1: that is, to see it as the summary of an isomorphism. Starting from simple ideas like these, Dolan and I were able to develop a purely combinatorial theory of Feynman diagrams, which does not refer to the complex numbers [13]. This work was unable to handle the free time evolution of the unperturbed oscillator, which involves complex phases. However, my student Je rey Morton [14] later extended our ideas to give a full- edged categori cation of perturbed quantum harmonic oscillators, using nite sets with elements labelled by phases which rotate at a constant rate. So, for quantum systems of this sort such as many quantum eld theories the complex numbers play a more limited role than one would at rst think: all the truly interesting structure is purely combinatorial. Further work with James Dolan suggests that the combinatorial approach to quantum mechanics can be extended to give new insights into 3 q-deformation [15]. Quantum groups [16] are algebraic structures which appear in several approaches to fundamental physics, including string theory [17] and loop quantum gravity [18]. Like groups, they are used to describe symmetries, but they are not really groups. Instead, they are a type of algebra whose multiplication depends on a parameter q. However, in the limit as q 1 they essentially reduce to groups, so we can think of them as q-deformed groups . Along with groups, many other structures can be q-deformed, including the quantum harmonic oscillator. It is as if a large portion of physics had a dial attached to it, which lets us adjust the value of q. At q = 1 we are doing physics as usual, but at other dial settings we are doing something new. While q-deformation is a mathematically natural procedure, its true meaning remains shrouded in mystery, starting with the parameter q. In the original applications of quantum groups to completely solvable quantum systems, q was a function of Planck s constant (q = e i ), hence the name quantum group . In this context, letting q 1 meant letting quantum mechanics reduce to classical mechanics. However, in quantum gravity it is often fruitful to think of q as a function of the cosmological constant [19, 20]. Then q 1 means letting the energy density of the vacuum go to zero. Given the profoundly mysterious nature of quantum gravity and the the cosmological constant, this is surely worthy of further study. The goal of this project is to probe more deeply into the meaning of q-deformation by categorifying quantum groups. My student Aaron Lauda has already succeeded in categorifying quantum groups in recent work with Khovanov [21], but Walker and I are taking a di erent approach, rooted in the combinatorial ideas sketched above. In this approach, q-deformation arises naturally when we replace the combinatorics of sets by the combinatorics of vector spaces over nite elds. The number system of primary interest in quantum physics is C, the complex numbers. But there are also number systems with nitely many elements, called nite elds . There is one of these with q elements, called Fq , whenever q is a power of a prime number. Amazingly, combinatorial formulas involving vector spaces over F q reduce to analogous formulas involving sets in the q 1 limit! For example, just as the number of k-element subsets of an n-element set is counted by the binomial coe cient n , the k number of k-dimensional subspaces of an n-dimensional vector space over F q is counted by a certain q-binomial coe cient . This reduces to the ordinary binomial coe cient when we formally take the limit q 1. Using ideas of this sort, we have shown that just as the harmonic oscillator can be understood using the combinatorics of nite sets, the q-deformed 4 harmonic oscillator can be understood using the combinatorics of nitedimensional vector spaces over Fq . More generally, our work in progress is revealing that much of the theory of quantum groups admits a combinatorial interpretation in terms of nite elds, which lets us categorify this theory. For example, it is known that the usual Jordan Schwinger representation of the group SU(n) on the Hilbert space of the quantum harmonic oscillator with n degrees of freedom can be q-deformed [22, 23, 24]; we have already seen how to categorify a substantial portion of this setup, and we hope to do more. We are also categorifying representations of other quantum groups, as well as the theory of Hecke algebras. Of course, the idea of taking q to be the power of a prime number only heightens the mystery of its physical signi cance. To tackle this puzzle we need to take some of our results, feed them back into the physical applications of quantum groups, see how much of this physics can be given a purely combinatorial interpretation and see what this means. Categorifying Classical Mechanics and Geometric Quantization Chris Rogers and I are categorifying classical mechanics and the quantization technique known as geometric quantization. Together with my student Alex Ho nung, we have already completed some preliminary work which showed, somewhat to our surprise, that categorifying classical particle mechanics leads naturally to classical string theory [25]. We anticipate that similarly, the quantum string will arise naturally from categorifying the quantum particle. Indeed, there is already plenty of evidence for this [10]. However, we wish to more rmly link the classical and quantum aspects of this story using geometric quantization. Geometric quantization is a procedure for quantizing a classical system in a purely geometric manner without the coordinate dependence present in canonical quantization [26]. This procedure involves treating the classical phase space as a manifold X equipped with a symplectic structure : that is, a closed nondegenerate 2-form, usually called . Under favorable conditions, we can construct a U(1) bundle over X with a connection whose curvature is the symplectic structure. Associated to this U(1) bundle is a complex line bundle over X, and quantum states are certain special sections of this line bundle. Singling out the physically acceptable quantum states requires that the phase space be given some extra structure. Classical observables that generate symmetries preserving this extra structure can be easily quantized; others are more problematic. This approach is appealing, since it allows one 5 to analyze the ambiguities that arise from quantization in situations where no special symmetries are present to specify a preferred coordinate system. What happens when we categorify geometric quantization? Of course, to answer this we must rst know how to categorify classical mechanics! A strong clue comes from the theory of gerbes [27], which is a a categori ed version of the theory of U(1) bundles. As we just hinted, the curvature of a connection on a U(1) bundle is a 2-form. Similarly, the curvature of a connection on a gerbe is a 3-form: we see here the phenomenon of dimension boosting so typical of categori cation. This suggests that when we categorify classical mechanics, the usual symplectic structure on phase space will be replaced by a 3-form and when we categorify geometric quantization, the U(1) bundle on phase space will be replaced by a gerbe. The question now becomes: what sort of physical system has a phase space equipped with a 3-form instead of the usual 2-form? Amusingly, the answer to this puzzle goes back to the work of DeDonder [28] and Weyl [29] in the 1930s, which later gave rise to an interesting subject called multisymplectic geometry [30, 31, 32]. Recently this has been taken up by Rovelli [33, 34]. It turns out that associated to any 2-dimensional classical eld theory there is a nite-dimensional extended phase space equipped with a closed nondegenerate 3-form. Such theories include classical bosonic string theory. So, the dimension boosting that occurs when we categorify classical mechanics is closely related to the obvious dimension boosting that happens when we move from point particles to strings! To see this in a bit more detail, it is instructive to rst recall some details from the theory of classical point particles. In this theory we may start with the space of possible positions of the point particle, the con guration space M . Then, the phase space of the particle, that is the space of possible positions and momenta, is the cotangent bundle of M , denoted T M . This comes equipped with a symplectic structure . Observables are smooth real-valued functions on X. Every such observable H gives rise to a vector eld vector eld vH on T M such that dH(u) = (vH , u) for every vector eld v. In particular, if H is the Hamiltonian of our particle, the ow generated by vH is the solution to Hamilton s equations of motion. The Poisson bracket of observables G and H says how fast G changes if we use H as our Hamiltonian: it is given by {H, G} = v H (G). The Poisson bracket is the classical analogue of the commutator bracket in quantum mechanics. In particular, it makes the observables into a Lie algebra. 6 Following the multisymplectic approach to eld theory, we can boost the dimension of everything in this familiar story. Starting from any manifold M called the extended con guration space , we can create an extended phase space X equipped with a nondegenerate closed 3-form . This time X is not the cotangent bundle of M , but rather its second exterior power: X = 2 (T M ). Similarly, we take as observables, not functions on X, but certain 1-forms on X which we call Hamiltonian . A 1-form H is Hamiltonian if there exists a vector eld vH on X such that dH(u, u ) = (vH , u, u ) for all vector elds u and u . We write this formula merely so the reader can see the close analogy to the ordinary classical mechanics, recalled above. Carrying this analogy further, we can de ne the Poisson bracket {H, G} of Hamiltonian 1-forms, and show that this describes the rate of change of G when we use H as the Hamiltonian. But at this point, we observe a novel phenomenon. The Poisson bracket does not make the Hamiltonian 1-forms into a Lie algebra, because the bracket operation fails to be antisymmetric: {H, G} = {G, H}. Luckily, the Hamiltonian 1-forms turned out to be part of a larger structure: a category equipped with a Lie bracket which is antisymmetric up to isomorphism. Such a thing is called a Lie 2-algebra [6, 35]. So, we have categori ed classical mechanics, replacing the Lie algebra of observables by a Lie 2-algebra! But what do these new ideas mean for physics? We can illustrate them with the example of a classical bosonic string. The dynamics of such a string can be neatly described in terms of our setup if we take the extended con guration space M to be the cartesian product of the string worldsheet and the target space. In particular, the components of the energy-momentum tensor for the string are objects in the Lie 2-algebra of observables: that is, Hamiltonian 1-forms. These generate the expected dynamics of the string. However, a category has not only objects but also morphisms! A morphism between Hamiltonian 1-forms turns out to be a kind of gauge symmetry between observables : that is, a way of changing observables that does not a ect the dynamics they generate. This work, which we are still writing up [25], suggests that the multisymplectic approach to the classical mechanics of strings really amounts to a categori cation of traditional mechanics of point particles. We hope that ultimately categori ed classical mechanics will go beyond traditional string theory, but for now this example makes an excellent test case. Therefore we plan to continue this project by categorifying the theory of geometric quantization and applying it to the bosonic string. 7 This presents signi cant challenges. However, there are more clues to guide us. For example, we expect that just as geometric quantization gives rise to a Hilbert space of quantum states, the categori ed version will give rise to a categori ed version of a Hilbert space, called a 2-Hilbert space [36]. This might seem like a wild guess were there not already evidence for it in the work of Freed [37]. The role of gerbes is also already familiar string in theory, and particularly well-understood in the case of the Wess Zumino Witten model [38]. So, I believe that categorifying geometric quantization is a goal within reach, which will shed new light on fundamental physics. GUTs, Octonions, and Exceptional Lie Groups John Huerta and I are studying the octonions and exceptional Lie groups and their role in fundamental physics: especially grand uni ed theories (GUTs) and superstring theory, but also non-mainstream theories such as those of Dixon [39] and Lisi [40]. Categori cation is not involved in this aspect of the project, but categories are. To brie y recall: Grand uni ed theories (GUTs) are theories of physics that seek to unify all fundamental forces except gravity [41]. They involve enlarging the gauge group of the Standard Model, and therefore make heavy use of group representation theory. The simplest of these are the SU(5) theory and the SO(10) theory, both named after the gauge groups used in these theories. Both predict proton decay at a rate later found to be unacceptably high, but both and especially the latter do a nice job of tting a single generation of fermions into a neat pattern. A less uni ed but also interesting theory is the SU(2) SU(2) SU(4) theory due to Pati and Salam, which treats lepton number on an equal footing with the three colors of quark, and has left-right symmetry. Many others have been considered as well. The octonions are a number system discovered by John Graves in 1843 shortly after his friend Hamilton discovered the quaternions [42]. They are the largest of the four normed division algebras , which are number systems satisfying the rule |ab| = |a||b|. The most familiar normed division algebras are the 1-dimensional real numbers (R) and the 2-dimensional complex numbers (C), but the quaternions (H) are a 4-dimensional normed division algebra in which the commutative law fails (ab = ba), and the octonions (O) are an 8-dimensional normed division algebra in which the associative law also fails (a(bc) = (ab)c). 8 The real signi cance of the octonions remains mysterious. However, their existence explains why superstring theory lives in 10 dimensions! A certain relation between spinors and vectors is required to write down a classical superstring theory; this relation can only happen when the space of directions perpendicular to the string worldsheet forms a normed division algebra [43, 44]. So, classical superstring theories exist only in spacetimes of dimensions 1 + 2 = 3, 2 + 2 = 4, 4 + 2 = 6, and 8 + 2 = 10. Of these, it appears only the 10-dimensional one admits a consistent quantization. The octonions also show up in other theories of physics. For example, Dixon [39] has proposed an extension of the Standard Model based on all four normed division algebras combined into a single algebra R C H O. While this theory has problematic features, it shows that the curious collection of forces and particles in the Standard Model follow certain patterns related to normed division algebras. The exceptional Lie groups were rst discovered in the late 1800s when Killing and Cartan classi ed the so-called simple Lie groups the ones now used in truly uni ed GUTs. Almost all the simple Lie groups t into nice families, but there were ve exceptions, now called F4 , G2 , E6 , E7 and E8 . They remain very puzzling, especially the largest of them, E 8 , which has not yet been exhibited as the symmetry group of anything less complicated than itself. However, all ve exceptional Lie groups can be constructed using the octonions. Furthermore, these groups show up in theories of physics including certain supergravity theories [45] and heterotic string theory [46]. Recently Lisi [40] proposed a theory based on E8 , which ignited a storm of controversy. While there are serious problems with his theory, it takes advantage of some intriguing patterns relating exceptional Lie groups to the forces and particles of the Standard Model. In short, there is a tangled web of obscure clues hinting at some possible role for the octonions and exceptional Lie groups in fundamental physics. However, the clues seem to point in di erent directions. Furthermore, none of the physical theories mentioned has made predictions con rmed by experiment, and all su er internal problems. So, the direction forward is not clear. 9 Luckily, there is no shortage of patterns that might shed some light on the situation. For example, John Huerta and I have already worked out how the SU(5), SO(10) and SU(2) SU(2) SU(4) GUTs t together in a single story. The relevant facts are all in the physics literature, but not vividly spelled out. Namely: SO(10) is the group of rotations of 10-dimensional space. The fermions in one generation of the Standard Model form the spinor representation of this rotation group (or actually its double cover). If we look at the subgroup of SO(10) preserving a complex inner product and volume form on 10-dimensional space, we get SU(5). If we look at the subgroup preserving a splitting of 10-dimensional space into 4+6 dimensions, we get SU(2) SU(2) SU(4). This is very suggestive. First of all, not only these GUTs but also superstring theory makes use of 10-dimensional space, its splitting into 4+6 dimensions, and the subgroup of SO(10) preserving a complex inner product and volume form [47]. In fact, this subgroup plays a key role in the de nition of a Calabi Yau manifold . Secondly, Dixon s theory based on R C H O is also set in 10dimensional space, and also makes use of a splitting of 10 dimensions into 4+6. Indeed, while superstring theory and Dixon s theory are drastically di erent, the octonions enter in a similar way and in both, the splitting of 10 dimensions into 4+6 can be seen as arising from how the complex numbers sit inside the octonions. We believe these facts are puzzling and insu ciently recognized. Technical details aside, they imply that super cially di erent approaches to extending the Standard Model secretly rely on the same mathematical structures. So, in our rst paper on this subject, we plan to clarify this phenomenon and, just as importantly, explain what we nd in the simplest possible terms, so more physicists and mathematicians can ponder it [48]. In future work, we want to describe the octonions and exceptional Lie groups using the work of Cvitanovic [49]. This work, rooted in category theory, describes the identities satis ed by group representations using diagrams called spin networks, avoiding tedious index manipulations. We hope this technology can help us nd a better explanation of how the groups F 4 , E6 , E7 and E8 are built from the rotation groups in dimensions 1 + 8 = 9, 2 + 8 = 10, 4 + 8 = 12, and 8 + 8 = 16 together with the spinor representations of these groups [42]. In each case the construction is fairly simple, but checking that it actually works currently requires some brute-force computations involving Fierz identities. 10 Cvitanovic s diagrammatic approach to Fierz identities may simplify the calculation and ultimately lead us to a more conceptual construction of these four exceptional Lie groups. The case of E 6 is interesting because it is built from SO(10) and its spinor representation precisely the key ingredients in the SO(10) GUT! The case of E 8 is also interesting, since this construction, building it from SO(16) and its spinor representation, is the simplest known for this most mysterious of Lie groups [46]. Categorifying the Theory of Computation This nal project, involving my students Alex Ho nung and Mike Stay, is not part of the current grant proposal, because I have been able to obtain funding for it from the NSF program on Quantum Information and Revolutionary Computing . I mention it brie y here just to round out the overall picture of what my students are doing. Ho nung, Stay and I are investigating the relationship between quantum and classical computation. The goal is to more deeply understand how classical and quantum processes create, delete, and transfer information. A key ingredent in our approach is to exploit the analogy between physical processes and processes of computation an analogy that can be made precise with the help of category theory. As the rst step of this project, Mike Stay and I spelled out this analogy in great detail [50]. Categories have already been succesfully applied to computer science in a long line of work that goes back to the work of Lambek [51, 52]. A category has objects and also morphisms going between objects. In applications to computer science, the objects often represent data types, while the morphisms represent programs taking data of a given type as input, and returning data of some other type as output. The data types turn out to be analogous to types of particles, while the programs are analogous to Feynman diagrams with a given collection of particles coming in and another collection going out. While the analogy is already strong for ordinary classical computation, it is even stronger for quantum computation. Abramsky, Coecke [53] and others have recently taken advantage of this to develop a diagrammatic notation for quantum programs. In the other direction, I have argued that this analogy renders some of the famously puzzling features of quantum mechanics less mysterious [54]. The next step of this project is to categorify what has been done so far. The reason is that so far, in the above applications of category theory to computer science, two programs are considered equal if they are related by a sequence of steps of computation. So, a program that rst computes 2+1 and 11 then prints out 3 is counted as equal to one that simply prints out 3. This is clearly inadequate for describing the actual process of computation. It would be better to say there is a morphism between these programs, namely actual step of computation. However, recall that in the applications of category theory to computer science that we have been discussing, objects correspond to data types and morphisms correspond to programs. So, when we start thinking about steps of computation as morphisms between programs, we are contemplating like it or not some sort of structure that has morphisms between morphisms. Luckily, such structures have been intensively studied for decades: they are called 2-categories [55]. Indeed, categori cation is like a crank one can turn over and over: if we take the concept of set and turn this crank once, we get the concept of category, but if we turn the crank a second time, we get the concept of 2-category! So, it is actually very natural to take the existing applications of category theory to computer science, and replace the categories everywhere by 2-categories, to better understand the process of computation. This is what we are doing. Currently Stay is focusing classical computation, which requires work on cartesian closed 2-categories , while Ho nung plans to tackle quantum computation, which requires symmetric monoidal closed 2categories . 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Also arXiv:hep-th/9212115. [38] A. Carey, S. Johnson, M. Murray, D. Stevenson and B.-L. Wang, Bundle gerbes for Chern Simons and Wess Zumino Witten theories, Commun. Math. Phys. 259 (2005), 577 613. Also arXiv:math:0410013. [39] G. Dixon, Division Algebras: Octonions, Quaternions, Complex Numbers and the Algebraic Design of Physics, Kluwer, Dordrecht, 1994. [40] A. G. Lisi, An exceptionally simple theory of everything, available as arXiv:0711.0770. [41] R. Mohapatra, Uni cation and Supersymmetry: The Frontiers of Quark-Lepton Physics, Springer, Berlin, 1992. 14 [42] J. Baez, The octonions, Bull. Amer. Math. Soc. 39 (2002), 145 205. Also http://math.ucr.edu/home/baez/octonions. [43] T. Kugo and P.-K. Townsend, Supersymmetry and the division algebras, Nucl. Phys. B221 (1983), 357 380. [44] J. M. Evans, Supersymmetric Yang Mills theories and division algebras, Nucl. Phys. B298 (1988), 92 108. [45] M. Du , ed., The World in Eleven Dimensions: Supergravity, Supermembranes and M-Theory, IOP Publishing, Bristol, 1999. [46] M. Green, J. Schwarz and E. Witten, Superstring Theory, vol. 1, Cambridge University Press, Cambridge, 1987, pp. 344 349. [47] J. Baez, Calabi Yau manifolds and the Standard Model, available at arXiv:hep-th/0511086. [48] J. Baez and J. Huerta, The algebra of grand uni ed theories, in preparation. [49] P. Cvitanovic, Group Theory: Birdtracks, Lie s, and Exceptional Groups, Princeton University Press, Princeton, 2008. a [50] J. Baez, and M. Stay, Physics, topology, logic and computation: Rosetta stone, to appear in New Structures in Physics, ed. B. Coecke. Also http://math.ucr.edu/home/baez/rosetta.pdf. [51] J. Lambek, From lambda calculus to Cartesian closed categories, in To H. B. Curry: Essays on Combinatory Logic, Lambda Calculus and Formalism, eds. J. Seldin, and J. Hindley, Academic Press, 1980, pp. 376 402. [52] P. Scott, Some aspects of categories in computer science, in Handbook of Algebra, ed. M. Hazewinkel, Vol. 2, Elsevier, 2000. Also http://www.site.uottawa.ca/~phil/papers/ [53] S. Abramsky and B. Coecke, A categorical semantics of quantum protocols, Proceedings of the 19th Annual IEEE Symposium on Logic in Computer Science: LICS 2004, IEEE Computer Society, 415 425, 2004. [54] J. Baez, Quantum quandaries: a category-theoretic perspective, in Structural Foundations of Quantum Gravity, eds. S. French et al, Oxford U. Press, Oxford, 2006, pp. 240 265. [55] G. Kelly and R. Street, Review of the elements of 2-categories, in Proc. Sydney Category Theory Seminar 1972/73, Lecture Notes in Mathematics 420, Springer, Berlin, 1974, pp. 75-103. [56] R. A. G. Seely, Modeling computations: a 2-categorical framework, in Proc. Symposium on Logic in Computer Science 1987, Computer Society of the IEEE, pp. 65 71. [57] B. Hilken, Towards a proof theory of rewriting: the simply-typed 2 -calculus, Theor. Comp. Sci. 170 (1996), 407 444. 15
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UC Riverside >> PHYS >> 291 (Fall, 2008)
Stanford Department of Mathematics Colloquium HIGHER GAUGE THEORY JOHN BAEZ University of California at Riverside Abstract Gauge theory describes the parallel transport of point particles using the formalism of connections on bundles. In both strin...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Groupoidication Made Easy John C. Baez, Alexander E. Honung, and Christopher D. Walker Department of Mathematics, University of California Riverside, CA 92521 USA December 30, 2008 Abstract Groupoidication is a form of categorication in which vector ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
UNIVERSITY OF CALIFORNIA RIVERSIDE Lie 2-Algebras A Dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Mathematics by Alissa Susan Crans August 2004 Dissertation Committee: Professor John B...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Higher Categories, Higher Gauge Theory II John C. Baez joint work with: Toby Bartels, Alissa Crans, James Dolan, Aaron Lauda, Urs Schreiber, Danny Stevenson. Unni Namboodiri Lectures April 10th, 2006 x hol() & 8 y hol() hol() $ : Not...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Being an Octopus1 John C. Baez, April 27, 2004 In their book Combinatorial Species and Tree-Like Structures, Bergeron, Labelle and Leroux discuss a structure type Oct, called being an octopus. Instead of dening it, Id like you to guess it from some ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
UNIVERSITY OF CALIFORNIA, SANTA CRUZ AS/SCP/1405-1 COMMITTEE ON THE LIBRARY Resolution on Ties with Elsevier Journals To the Academic Senate, Santa Cruz Division: Facing a challenge to scholarly communication The University of California system fac...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics Homework February 21, 2008 John Baez Angular Momentum and Rotations In this problem we will see that angular momentum generates rotations for a particle in R n . We begin by recalling a bit about rotations. Let O(n) be the orthog...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
Derek Wise October 7, 2004 Quantum Gravity Seminar HW #1 Groups as Categories In what follows, by group I always mean a group in the categorical sense: A group is a groupoid with one object. I use the traditional backward order of composition: f g m...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics, Lecture 13 February 21, 2008 lecture by John Baez notes by Alex Honung 1 Lie Algebras Lie groups are groups that are also manifolds. These let us describe continuous symmetries in physics. A classic example is SO(n) - the grou...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics Homework February 7, 2008 John Baez This homework gives you some choice in which problems you do, depending on how ambitious you feel. In the section on the Euclidean group you can either do problems 13, or if youre feeling more ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
A Spring in Imaginary Time QG Homework 2 Fall 2006 Alex Honung October 18, 2006 One of the stranger aspects of Lagrangian dynamics is how it turns into statics when we replace the time coordinate t by it - or in the jargon of physicists, when we Wick...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Quantum Quandaries: A Category-Theoretic Perspective John C. Baez Department of Mathematics, University of California Riverside, California 92521 USA email: baez@math.ucr.edu April 7, 2004 To appear in Structural Foundations of Quantum Gravity, eds. ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Physics and analysis on noncompact manifolds1 Miguel Carrin Alvarez2 o Department of Mathematics University of California Riverside, CA 92521, USA miguel@math.ucr.edu November 5, 2004 1 2 UCR Math department geometry seminar, November 5, 2004 Joint...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Math 260: Perturbation theory Miguel Carrin Alvarez o 1. The perturbation series. Starting with t tn t2 (t) = n0 0 0 0 ei(ttn )H0 (iV )ei(tn tn1 )H0 ei(t2 t1 )H0 (iV )eit1 H0 dt1 dtn1 dtn we get t tn1 t2 t (t) = n1 0 0 t tn 0 (iV )ei(t...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Higher dimensional word problems with applications to equational logic Albert Burroni Universit PARIS 7, UFR de maths e 2 place Jussieu, 75005 Paris The word problem on a monoid admits two natural generalizations: The rst one is the extension from ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
Garett M. Leskowitz 2429 Pierce Hall Deparment of Chemistry University of California Riverside, CA 92521 (909) 787-7365 Current Position Education 1790 West Arrow Route #202 Upland , CA 91786 (909) 981-6709 garett@citrus.ucr.edu Postdoctoral Resear...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics, Lecture 5 January 24, 2008 lecture by John Baez notes by Alex Honung 1 Symmetries and Conserved Quantities the n-Body Problem Today we will begin our quest to see where symmetries come from. For this, let us talk about symmet...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
The Kepler Problem Math 241 Homework John Baez The goal of this problem is to see why two particles interacting via gravity move along nice curves like ellipses, parabolas and hyperbolas. This is called the Kepler problem since it was Kepler who dis...
UC Riverside >> PHYS >> 291 (Fall, 2008)
The Classifying Space of a Topological 2-Group John C. Baez Danny Stevenson June 6, 2008 Abstract Categorifying the concept of topological group, one obtains the notion of a topological 2-group. This in turn allows a theory of principal 2-bundles ge...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Connections as Functors John C. Baez, October 21, 2004 In this homework well see how a vector bundle E equipped with a connection over a manifold X gives a functor F : P(X) Vect where P(X) is the category of paths in X, dened in the last homework. ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
Math 260: Categorifying the Riemann Zeta Function Miguel Carrin Alvarez o 1. Subcategories have faithful inclusions. Assume that C is a subcategory of D, that is, there is a functor i: C D which is an inclusion of objects and morphisms, preserving u...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
The Euclidean Group, the Galilei Group and the Free Particle Math 241 Homework John Baez This homework gives you some choice in which problems you do, depending on how ambitious you feel. In the section on the Euclidean group you can either do prob...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> PHYS >> 291 (Fall, 2008)
COURSE NOTES ON QUANTIZATION AND COHOMOLOGY, WINTER 2007 JOHN BAEZ NOTES BY APOORVA KHARE FIGURES BY CHRISTINE DANTAS DEPARTMENT OF MATHEMATICS, UNIVERSITY OF CALIFORNIA RIVERSIDE, CA 92521, USA Contents 1. Preface 3 4 4 6 8 8 9 11 11 11 13 14 14 1...
UC Riverside >> PHYS >> 291 (Fall, 2008)
StreetFest Categories in Algebra Geometry and Mathematical Physics Conference in honour of Ross Street\'s 60th birthday July 11-16 2005 Macquarie University, Sydney http:/streetfest.maths.mq.edu.au Participants* Nils Baas John Baez Michael Batanin Cl...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics Homework January 17, 2008 John Baez homework by John Huerta Homework 1 Solve Newtons second law F = ma for q(t) R3 for F (t) = (0, 0, mg), the force felt by a particle near the Earths surface only under the inuence of gravity. F...
UC Riverside >> PHYS >> 291 (Fall, 2008)
From Loop Groups To 2-Groups John C. Baez Joint work with: Aaron Lauda Alissa Crans Danny Stevenson & Urs Schreiber 1 G f1 D +3 f2 More details at: http:/math.ucr.edu/home/baez/2group/ 1 Higher Gauge Theory Ordinary gauge theory describes h...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Physics, Topology, Logic and Computation: A Rosetta Stone John C. Baez Department of Mathematics, University of California Riverside, California 92521, USA Mike Stay Google, 1600 Amphitheatre Pkwy Mountain View, California 94043, USA email: baez@math...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Some Denitions Everyone Should Know John C. Baez, July 6, 2004 A topological quantum eld theory is a symmetric monoidal functor Z: nCob Vect. To know what this means, we need some denitions from category theory. These make for rather dry reading un...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics, Lecture 10 February 12, 2008 lecture by John Baez notes by Alex Honung 1 How Observables Generate Symmetries Hamiltons equations are rst-order dierential equations. In the language of dierential geometry, they are all about a ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
Classical Mechanics, Lecture 17 March 6, 2008 lecture by John Baez notes by Alex Honung 1 Weakly Hamiltonian Group Actions (q, p). We worked out the The phase space for the free particle in Rn is X = T Rn Rn Rn = action of the Galilei group on ...
UC Riverside >> PHYS >> 291 (Fall, 2008)
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UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 2 P2.1* P2.4* (a) Req = 25 (b) Req = 25 The 2- and 4- resistances are in parallel having an equivalent resistance of 1.333 . Similarly, the 1- and 3- resistances are in parallel and have an equivalent resistance of 0.75 . Finally, t...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 8 P12.3* 1 K = 2 KP (W / L) = 0.25 mA/V 2 (a) Saturation because we have vGS Vto and vDS vGS - Vto. iD = K(vGS - Vto)2 = 2.25 mA (b) Triode because we have vDS < vGS - Vto and vGS Vto. iD = K[2(vGS - Vto)vDS - vDS2] = 2 mA (c) Cutoff...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 4 P3.5* i =C dv dt dv i 100 10 6 = = 0.05 V/s dt C 2000 10 6 v 100 t = = = 2000 s dv dt 0.05 P3.7* i (t ) = C = 10 5 d (100 sin 1000t ) dt = cos(1000t ) dv dt p (t ) = v (t )i (t ) = 100 cos(1000t ) sin(1000t ) = 50 sin(2000t ) ...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 6 P5.41* This is a capacitive load because the reactance is negative. 2 P = I rms R = (15) 2 100 = 22.5 kW 2 Q = I rms X = (15) 2 ( 50) = 11.25 kVAR Q = tan 1 = tan 1 ( 0.5) = 26.57 P power factor = cos( ) = 89.44% P5.44* I= 1000 20 ...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 1 P1.4* The reference direction for iab points from a to b. Because iab has a negative value, the current is equivalent to positive charge moving opposite to the reference direction. Finally since electrons have negative charge, they are m...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 3 P2.27* v = 0.1 mA Rw = 50 mV Rg = P2.29* 50 mV = 25 m 2 A 0.1 mA Combining R2 and R3 , we have an equivalent resistance 1 Req = = 10 . Then using the voltage-division principle, we have 1 R2 + 1 R3 v= Req 10 v s = 10 = 3.333 V ...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 2 P2.1* P2.7* (a) Req = 25 (b) Req = 25 The 2- and 4- resistances are in parallel having an equivalent resistance of 1.333 . Similarly, the 1- and 3- resistances are in parallel and have an equivalent resistance of 0.75 . Finally, t...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 1 P1.6* The reference direction for iab points from a to b. Because iab has a negative value, the current is equivalent to positive charge moving opposite to the reference direction. Finally since electrons have negative charge, they are m...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 5 P3.31* L = 2H v L (t ) = L diL (t ) dt p (t ) = v L (t )iL (t ) w (t ) = 1 L[iL (t )] 2 2 P3.36* iL (t ) = L 0 1 t v L (t )dt + iL (0 ) 3 = 20 10 5 t 10dt 0.1 0 = 2 10 t 0.1 A Solving for the time that the current r...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 5 P3.40* L = 2H v L (t ) = L diL (t ) dt p (t ) = v L (t )iL (t ) w (t ) = 1 L[iL (t )] 2 2 P3.45* iL (t ) = L 0 1 t v L (t )dt + iL (0 ) 3 = 20 10 5 t 10dt 0.1 0 = 2 10 t 0.1 A Solving for the time that the current r...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 6 P5.53* This is a capacitive load because the reactance is negative. 2 P = I rms R = (15) 2 100 = 22.5 kW 2 Q = I rms X = (15) 2 ( 50) = 11.25 kVAR Q = tan 1 = tan 1 ( 0.5) = 26.57 P power factor = cos( ) = 89.44% P5.59* I= 1000 20 ...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 4 P3.5* i =C dv dt dv i 100 10 6 = = 0.05 V/s dt C 2000 10 6 v 100 t = = = 2000 s dv dt 0.05 P3.7* i (t ) = C = 10 5 d (100 sin 1000t ) dt = cos(1000t ) dv dt p (t ) = v (t )i (t ) = 100 cos(1000t ) sin(1000t ) = 50 sin(2000t ) ...
UC Riverside >> EE >> 002 (Spring, 2008)
Homework # 7 P10.6* P10.9* With the switch open, we have: iD 1 = 10 3 = I s exp (v nVT ) 1 I s exp (v nVT ) 1 Thus, we determine that: 10 3 10 3 Is = = 9.5 10 14 A exp (v VT ) exp ( 0.6 0.026) With the switch closed, we have: iD 1 = iD 2...
UC Riverside >> EE >> 242 (Winter, 2008)
Bourns College of Engineering, University of California, Riverside EE-242: Intelligent Systems Spring 2003 Class Lecture: Staff Instructor: Matthew Barth (x2992) 781-5782 barth@ee.ucr.edu Bourns A221 CE-CERT T, R 6:40 PM-8:10 PM SPR 2343 Prerequisit...
UC Riverside >> RLST >> 133 (Fall, 2008)
Chapter 6. THE UCR DISCIPLINE PROCEDURE IN MATTERS OF ACADEMIC DISHONESTY (Adopted by the Riverside Division 4 Feb 88) If a Faculty member has evidence that cheating or plagiarism may have occurred, he or she should immediately meet with the student...
UC Riverside >> RLST >> 170 (Fall, 2008)
RLST 179: PILGRIMAGE Winter 2005 OLMH 1116 Tuesdays & Thursdays, 12:40 pm - 2:00 pm course website: http:/faculty.ucr.edu/~andrew/pilgrimage/ Professor Andrew S. Jacobs Office: HMNSS 2620 Telephone: 827-4490 (ext. 2-4490) Email: andrew.jacobs@ucr.ed...
UC Riverside >> RLST >> 180 (Fall, 2008)
RLST 179: PILGRIMAGE Winter 2005 OLMH 1116 Tuesdays & Thursdays, 12:40 pm - 2:00 pm course website: http:/faculty.ucr.edu/~andrew/pilgrimage/ Professor Andrew S. Jacobs Office: HMNSS 2620 Telephone: 827-4490 (ext. 2-4490) Email: andrew.jacobs@ucr.ed...
UC Riverside >> STAT >> 160a (Fall, 2008)
2008 Fall 160A hw 9 solution Optional Problem Solution: ...
UC Riverside >> STAT >> 160a (Fall, 2008)
HW 5 Solution Book Exercises Solution Optional Problem Solution ...
UC Riverside >> STAT >> 160a (Fall, 2008)
STAT 160A, Fall 2008 HW #8 due: November 18, 2008 Book Exercises - Turn these in. 4.136, 4.139, 4.140, 4.141, 4.146, 4.149, 4.165, 4.168, 4.174, 4.176 Book Exercises - These are the rst 4 problems due NEXT Tuesday. 4.182, 4.183, 4.184, 4.185 Optio...
UC Riverside >> STAT >> 160a (Fall, 2008)
STAT 160A Exam 1 - Version 2 October 21, 2008 STAT 160A Exam 1, Fall 2008 NAME: You have 80 minutes to complete the exam (12:40 2:00). There are ? total points. The exam is closed book. A calculator may be needed for basic arithmetic. No sh...
UC Riverside >> STAT >> 160a (Fall, 2008)
2008 Fall Stat 160A hw10 Solution Book Exercises Solution Optional Problem Solution: ...
UC Riverside >> STAT >> 160a (Fall, 2008)
2008 Fall Stat 160A hw11 solution exponential distribution with mean 1. So E(Y1-Y2) = (2)(1) 1 = 1. And since Since 4 minutes is 3 standard deviations above the mean 1 minute, so its not likely that the customer would spend more than 4 minutes. ...
UC Riverside >> STAT >> 160a (Fall, 2008)
STAT 160A, Fall 2008 HW #9 due: November 25, 2008 Book Exercises - Turn these in. 4.182, 4.183, 4.184, 4.185, 5.4, 5.5, 5.7, 5.8, 5.16, 5.22, 5.23, 5.25, 5.33, 5.35 Optional Problems - Do not turn in! 5.6, 5.9, 5.14, 5.24, 5.27, 5.32, 5.36 1/1 ...
UC Riverside >> STAT >> 160a (Fall, 2008)
STAT 160A, Fall 2008 HW #1 due: September 30, 2008 Problem 1 Find the exact answer (do not use your calculator) 0 1 x/2 e dx =? 2 Problem 2 Find the exact answer (do not use your calculator) 4 log 8 =? 3 Book Exercises 1.22, 1.23 1/1 ...
UC Riverside >> STAT >> 160a (Fall, 2008)
Solution to Problem 1 Cereal Define the following events: E1: Collect 1 action figure. E2: Collect 2 distinct action figures. E3: Collect 3 distinct action figures. E4: Collect 4 distinct action figures. E5: Collect 5 distinct action figures. E6: Co...
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