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String diagram

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Note that because the diagram is in generic form (i.e. each layer contains exactly one box) the definition of tensor is necessarily biased: the diagram on the left hand-side comes above the one on the right-hand side. One could have chosen the opposite definition
2286:. Intuitively, the edges in a progressive plane graph go from top to bottom without bending backward. In that case, each edge can be given a top-to-bottom orientation with designated nodes as source and target. One can then define the domain and codomain 3406: 4428: 4526: 4542: 3275:. One such definition is to define string diagrams as equivalence classes of well-typed formulae generated by the signature, identity, composition and tensor. In practice, it is more convenient to encode string diagrams as formulae in 2132: 4679:
That is, if the boxes in two consecutive layers are not connected then their order can be swapped. Intuitively, if there is no communication between two parallel processes then the order in which they happen is irrelevant.
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Many extensions of string diagrams have been introduced to represent arrows in monoidal categories with extra structure, forming a hierarchy of graphical languages which is classified in Selinger's
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A monoidal category is equivalent to a 2-category with a single 0-cell. Intuitively, going from monoidal categories to 2-categories amounts to adding colours to the background of string diagrams.
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The parallel composition of 2-cells corresponds to the horizontal juxtaposition of diagrams and the sequential composition to the vertical juxtaposition of diagrams.
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The string corresponding to the identity functor is drawn as a dotted line and can be omitted. The definition of an adjunction requires the following equalities:
4050: 3559: 3466: 3446: 3426: 3074: 2908: 2373: 1507: 710: 344: 281: 257: 237: 4340: 5413:) entangled measurement between Y and another qubit X, then this qubit X will be teleported from Alice to Bob: quantum teleportation is an identity morphism. 4438: 2071: 4672:{\displaystyle d\otimes {\text{dom}}(d')\ \circ \ {\text{cod}}(d)\otimes d'\quad =\quad {\text{dom}}(d)\otimes d'\ \circ \ d\otimes {\text{cod}}(d')} 853: 3471: 2586: 6211:. Lecture Notes in Computer Science. Vol. CONCUR 2014 - Concurrency Theory - 25th International Conference. Rome, Italy. pp. 435–450. 6248: 4055: 2290: 4702:
diagrams, i.e. whenever the plane graphs have no more than one connected component which is not connected to the domain or codomain and the
3889:. In fact, the explicit list of layers is redundant, it is enough to specify the length of the type to the left of each layer, known as the 1137: 1075: 5976:
Fong, Brendan; Spivak, David I.; Tuyéras, Rémy (2019-05-01). "Backprop as Functor: A compositional perspective on supervised learning".
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the composition of two diagrams as their vertical concatenation with the codomain of the first identified with the domain of the second,
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is a string diagram representing the sequential composition of processes, it is drawn as the vertical concatenation of the two diagrams.
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is a string diagram representing the parallel composition of processes, it is drawn as the horizontal concatenation of the two diagrams,
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Fritz, Tobias (August 2020). "A synthetic approach to Markov kernels, conditional independence and theorems on sufficient statistics".
3668: 6384: 2457: 2138: 1943: 3925: 1315: 6669: 5276:{\displaystyle {\begin{aligned}(\varepsilon F)\circ F(\eta )&=1_{F}\\G(\varepsilon )\circ (\eta G)&=1_{G}\end{aligned}}} 5008: 2386: 4968: 3798: 1242: 392:
is a string diagram representing the process which does nothing to its input system, it is drawn as a bunch of parallel wires,
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Two diagrams are equal (up to the axioms of monoidal categories) whenever they are in the same equivalence class of the
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are respectively the unit and the counit. The string diagrams corresponding to these natural transformations are:
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of the string diagram, i.e. the list of edges that are connected to the top and bottom boundary. The other nodes
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Duality between commutative diagrams (on the left hand side) and string diagrams (on the right hand side)
4703: 1903: 1843: 94:. While the diagrams in these first articles were hand-drawn, the advent of typesetting software such as 6659: 3401:{\displaystyle (x,f,y)\in \Sigma _{0}^{\star }\times \Sigma _{1}\times \Sigma _{0}^{\star }=:L(\Sigma )} 1512: 7000: 6786: 6650: 6558: 5635: 5534: 5507: 5447: 4684: 1551: 1199: 52: 2825: 2256: 2001: 776: 6959: 6603: 6541: 6464: 3120: 609: 4944: 4920: 4207: 3174: 3079: 1309:
to its underlying morphism of signatures, i.e. it forgets the identity, composition and tensor. The
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for free monoidal categories, i.e. deciding whether two given diagrams are equal, can be solved in
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is injective, i.e. no two inner nodes are at the same height. In that case, one can define a list
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are arguably the oldest form of string diagrams, they are interpreted in the monoidal category of
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Ghani, Neil; Hedges, Jules; Winschel, Viktor; Zahn, Philipp (2018). "Compositional Game Theory".
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Bonchi, Filippo; Seeber, Jens; Sobocinski, Pawel (2018-04-20). "Graphical Conjunctive Queries".
4177: 3899: 664: 6753: 6519: 6499: 6422: 5046: 3272: 114: 110: 4736: 574: 542: 398: 294: 183: 6635: 6474: 5430: 5390: 3285: 2513: 1663: 1445: 1392: 721: 3866: 2955: 2858: 2749: 1877: 6447: 6442: 5738: 5544: 3536: 2990: 2913: 2784: 2218: 604: 150: 5727:, Lecture Notes in Physics, vol. 813, Berlin, Heidelberg: Springer, pp. 95–172, 3279:, which are in bijection with the labeled generic progressive plane graphs defined above. 8: 6791: 6739: 6665: 6469: 4532: 3532: 59:
where the axioms of quantum theory are expressed in the language of monoidal categories.
24: 5742: 4844: 4723: 4423:{\displaystyle d\otimes d'=d\otimes {\text{dom}}(d')\ \circ \ {\text{cod}}(d)\otimes d'} 6645: 6640: 6622: 6504: 6479: 6284: 6263: 6242: 6230: 6185: 6167: 6138: 6071: 6053: 6022: 5977: 5764: 5728: 5677:
Hotz, Günter (1965). "Eine Algebraisierung des Syntheseproblems von Schaltkreisen I.".
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from inner nodes to generating arrows, in a way compatible with domain and codomain.
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with 4-dimensional diagrams where the edges are undirected, a generalisation of
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with 3-dimensional diagrams where the edges are undirected, a generalisation of
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A monoidal category where every object has a left and right adjoint is called a
1548:, which by freeness is uniquely determined by a morphism of monoidal signatures 70:
gave the first mathematical definition of string diagrams in order to formalise
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Proceedings of the 33rd Annual ACM/IEEE Symposium on Logic in Computer Science
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also described as a precursor. They were later characterised as the arrows of
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the composition of two diagrams as the concatenation of their list of layers,
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String diagrams have been used to formalise the following objects of study.
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with 4-dimensional diagrams where edges can cross, a generalisation of the
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is represented by an intersection of strings (the strings corresponding to
2655:{\displaystyle v_{1}:\Gamma _{0}-\{a,b\}\times \mathbb {R} \to \Sigma _{1}} 1837: 1602: 1310: 28: 5393:
protocol. The unit and counit of the adjunction are an abstraction of the
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Joyal, André; Street, Ross (1991). "The geometry of tensor calculus, I".
5591: 5539: 5497: 5477: 4167:{\displaystyle d\otimes z=(x_{1},f_{1},y_{1}z)\dots (x_{n},f_{n},y_{n}z)} 689: 659: 118: 91: 5138: 6901: 6839: 6452: 6117: 5842:"A categorical interpretation of CS Peirce's propositional logic Alpha" 5653: 5394: 2346:{\displaystyle {\text{dom}}(f),{\text{cod}}(f)\in \Gamma _{1}^{\star }} 40: 5126: 6895: 6586: 6089:
Signorelli, Camilo Miguel; Wang, Quanlong; Coecke, Bob (2021-10-01).
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Bonchi, Filippo; Sobociński, Pawel; Zanasi, Fabio (September 2014).
6964: 6596: 6494: 6337: 6289: 6268: 6172: 5982: 5600: 5451: 1189:{\displaystyle {\text{cod}}\circ F_{1}\ =\ F_{0}\circ {\text{cod}}} 1127:{\displaystyle {\text{dom}}\circ F_{1}\ =\ F_{0}\circ {\text{dom}}} 142: 99: 74:. However, the invention of string diagrams is usually credited to 6362: 6058: 5733: 1305:
which sends a monoidal category to its underlying signature and a
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which is compatible with the domain and codomain, i.e. such that
213: 5817:"Categories: History of string diagrams (thread, 2017may02-...)" 287:, one may generate the set of all string diagrams by induction: 6929: 6351: 5620:, a generalisation of string diagrams used to denote proofs in 5402: 5389:
is rigid, this fact underlies the proof of correctness for the
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While the geometric definition makes explicit the link between
2496:{\displaystyle {\text{boxes}}(\Gamma )\in \Gamma _{0}^{\star }} 2193:{\displaystyle f\in \Gamma _{0}\ -\ \{a,b\}\times \mathbb {R} } 1991:{\displaystyle x\in \Gamma \ \cap \ \mathbb {R} \times \{a,b\}} 260: 5877:
International Conference on Theory and Application of Diagrams
4769:—separating the plane in two (the right part corresponding to 4025:{\displaystyle d=(x_{1},f_{1},y_{1})\dots (x_{n},f_{n},y_{n})} 6811: 4337:
the tensor of two diagrams as the composition of whiskerings
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the tensor of two diagrams as their horizontal concatenation.
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Unpublished Manuscript, Available from Ross Street's Website
5629:, a precursor of string diagrams used to denote formulae in 1378:{\displaystyle C_{-}:\mathbf {MonSig} \to \mathbf {MonCat} } 161:, invented independently from the one-dimensional syntax of 6329: 5721:"Physics, Topology, Logic and Computation: A Rosetta Stone" 4052:
is defined as the concatenation to the right of each layer
5038:{\displaystyle G:{\mathcal {C}}\rightarrow {\mathcal {D}}} 2447:{\displaystyle \Gamma _{0}-\{a,b\}\times \mathbb {R} \to } 2376:, given by the list of edges that have source and target. 283:. Starting from a collection of wires and boxes, called a 102:
made the publication of string diagrams more wide-spread.
5934:"A survey of graphical languages for monoidal categories" 5367:. String diagrams for rigid categories can be defined as 4998:{\displaystyle F:{\mathcal {C}}\leftarrow {\mathcal {D}}} 3856:{\displaystyle {\text{cod}}(d_{i})={\text{dom}}(d_{i+1})} 1757:, each homeomorphic to an open interval with boundary in 1298:{\displaystyle U:\mathbf {MonCat} \to \mathbf {MonSig} } 5996: 3609:{\displaystyle {\text{dom}}(d)\in \Sigma _{0}^{\star }} 3165:
equivalence classes of labeled progressive plane graphs
2735:{\displaystyle h:\Gamma \times \to \times \mathbb {R} } 133:
of Peirce's existential graphs can be axiomatised as a
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Survey of graphical languages for monoidal categories.
4441: 3539:, with the types as vertices and the layers as edges. 1790: 779: 6340:, a Python toolkit for computing with string diagrams 5679:
Elektronische Informationsverarbeitung und Kybernetik
5450:. This observation has led to the development of the 5433:
protocol as modeled in categorical quantum mechanics.
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to the forgetful functor, sends a monoidal signature
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at the bottom, which represent the input and output
5461: 5350:{\displaystyle (\varepsilon F)\circ F(\eta )=1_{F}} 3788:{\displaystyle {\text{dom}}(d_{1})={\text{dom}}(d)} 3025:. Deformations induce an equivalence relation with 2952:A deformation is progressive (generic, labeled) if 5429:An illustration of the diagrammatic calculus: the 5349: 5275: 5110: 5075: 5037: 4997: 4957: 4933: 4909: 4816: 4757: 4671: 4520: 4422: 4323: 4275: 4227: 4192: 4166: 4044: 4024: 3914: 3881: 3855: 3787: 3729: 3654: 3608: 3553: 3523: 3460: 3440: 3420: 3400: 3294: 3232: 3194: 3155: 3109: 3068: 3048: 3017: 2979: 2940: 2902: 2882: 2847: 2811: 2773: 2734: 2654: 2575: 2522: 2495: 2446: 2367: 2345: 2278: 2245: 2192: 2126: 2050: 2031:and belongs to the closure of exactly one edge in 2023: 1990: 1932: 1892: 1866: 1825: 1776: 1745: 1711: 1672: 1649: 1581: 1540: 1501: 1481: 1454: 1431: 1401: 1377: 1297: 1225: 1188: 1126: 1064: 1008: 952: 903: 831: 797: 761: 730: 704: 680: 636: 595: 563: 528: 466: 419: 384: 338: 315: 275: 251: 231: 204: 5975: 5476:with 3-dimensional diagrams, a generalisation of 4714:The idea is to represent structures of dimension 1650:{\displaystyle (\Gamma ,\Gamma _{0},\Gamma _{1})} 1065:{\displaystyle F_{1}:\Sigma _{1}\to \Sigma '_{1}} 1009:{\displaystyle F_{0}:\Sigma _{0}\to \Sigma '_{0}} 19:are a formal graphical language for representing 7023: 6283:Riley, Mitchell (2018). "Categories of optics". 5870: 5516:where every diagram has a horizontal reflection. 5371:plane graphs, i.e. the edges can bend backward. 3468:on the right. Layers have a domain and codomain 3202:as a set of parallel edges labeled by some type 2576:{\displaystyle v_{0}:\Gamma _{1}\to \Sigma _{0}} 6205:"A Categorical Semantics of Signal Flow Graphs" 5438:The same equation appears in the definition of 4730:an object is represented by a portion of plane, 2503:of the inner nodes ordered from top to bottom. 692:, i.e. the set of lists with elements in a set 141:are unary operators on homsets that axiomatise 35:. When interpreted in the monoidal category of 6039: 5963:International Conference on Concurrency Theory 5908: 5873:"Compositional diagrammatic first-order logic" 5719:Baez, J.; Stay, M. (2011), Coecke, Bob (ed.), 5702:Combinatorial Mathematics and Its Applications 5698:"Applications of negative dimensional tensors" 5642:, two precursors of string diagrams in physics 4765:is represented by a vertical segment—called a 4324:{\displaystyle {\text{dom}}({\text{id}}(x))=x} 4276:{\displaystyle {\text{len}}({\text{id}}(x))=0} 2530:if it comes equipped with a pair of functions 6378: 4828:above the link, the strings corresponding to 4817:{\displaystyle \alpha :f\Rightarrow g:A\to B} 3267:is necessary to formalise string diagrams in 919:to each box, i.e. the input and output types. 5839: 5300:Diagrammatic representation of the equality 5111:{\displaystyle \varepsilon :FG\rightarrow I} 4709: 2628: 2616: 2415: 2403: 2179: 2167: 1985: 1973: 1712:{\displaystyle \Gamma _{0}\subseteq \Gamma } 1489:. The interpretation in a monoidal category 1233:of monoidal signatures and their morphisms. 5889: 5871:Haydon, Nathan; Sobociński, Pawe\l (2020). 5786: 5648:, the interpretation of string diagrams in 1462:) are arrows in the free monoidal category 7006: 6996: 6752: 6385: 6371: 6247:: CS1 maint: location missing publisher ( 5840:Brady, Geraldine; Trimble, Todd H (2000). 2987:is progressive (generic, labeled) for all 1900:is a finite topological graph embedded in 6288: 6267: 6171: 6116: 6106: 6057: 5981: 5959:"Retracing some paths in process algebra" 5909:Vicary, Jamie; Delpeuch, Antonin (2022). 5732: 5401:respectively. If Alice and Bob share two 3531:defined in the obvious way. This forms a 3233:{\displaystyle x\in \Sigma _{0}^{\star }} 2728: 2635: 2422: 2186: 1966: 1908: 1860: 6040:Coecke, Bob; Spekkens, Robert W (2012). 5956: 5931: 5718: 4910:{\displaystyle (F,G,\eta ,\varepsilon )} 5695: 5520: 3655:{\displaystyle {\text{len}}(d)=n\geq 0} 3561:is encoded as a path in this multigraph 7024: 1442:String diagrams (with generators from 529:{\displaystyle f\otimes f':xx'\to yy'} 6751: 6404: 6366: 6282: 6155: 5076:{\displaystyle \eta :I\rightarrow GF} 4865: 4174:and symmetrically for the whiskering 2583:from edges to generating objects and 953:{\displaystyle F:\Sigma \to \Sigma '} 773:, the lists of generating objects in 385:{\displaystyle {\text{id}}(x):x\to x} 55:. This has led to the development of 5892:"Planar diagrams and tensor algebra" 5676: 3049:{\displaystyle \Gamma \sim \Gamma '} 6392: 6344: 5915:Logical Methods in Computer Science 5890:Joyal, André; Street, Ross (1988). 5846:Journal of Pure and Applied Algebra 5606:Quantum natural language processing 5584:measurement-based quantum computing 5456:quantum natural language processing 1933:{\displaystyle \mathbb {R} \times } 1867:{\displaystyle a,b\in \mathbb {R} } 1509:is a defined by a monoidal functor 13: 5925: 5030: 5020: 4990: 4980: 4950: 4926: 4200:on the left. One can then define: 3721: 3592: 3507: 3497: 3392: 3369: 3356: 3338: 3289: 3216: 3146: 3104: 3039: 3032: 2836: 2685: 2643: 2604: 2564: 2551: 2517: 2479: 2469: 2391: 2329: 2267: 2149: 2110: 2100: 2083: 2039: 2012: 1953: 1814: 1798: 1791: 1765: 1734: 1706: 1694: 1667: 1635: 1622: 1615: 1561: 1541:{\displaystyle F:C_{\Sigma }\to D} 1527: 1474: 1449: 1424: 1396: 1050: 1037: 994: 981: 943: 936: 887: 874: 820: 781: 750: 725: 14: 7048: 6301: 1582:{\displaystyle F:\Sigma \to U(D)} 1226:{\displaystyle \mathbf {MonSig} } 923:A morphism of monoidal signature 798:{\textstyle \Sigma _{0}^{\star }} 539:for each pair of string diagrams 395:for each pair of string diagrams 7005: 6995: 6986: 6985: 6738: 6405: 6350: 6321:from the original on 2021-12-19. 6209:CONCUR 2014 – Concurrency Theory 5462:Hierarchy of graphical languages 5442:where it captures the notion of 5418: 5293: 5149: 5137: 5125: 4843: 3250: 2848:{\displaystyle x\in \Gamma _{0}} 2279:{\displaystyle e\in \Gamma _{1}} 2024:{\displaystyle x\in \Gamma _{0}} 1601:, also called a one-dimensional 1371: 1368: 1365: 1362: 1359: 1356: 1348: 1345: 1342: 1339: 1336: 1333: 1291: 1288: 1285: 1282: 1279: 1276: 1268: 1265: 1262: 1259: 1256: 1253: 1219: 1216: 1213: 1210: 1207: 1204: 6276: 6255: 6196: 6149: 6082: 6033: 5990: 5969: 5950: 4609: 4605: 3156:{\displaystyle h(-,1)=\Gamma '} 2215:, when the vertical projection 637:{\displaystyle g\circ f:x\to z} 145:. This makes string diagrams a 31:. They are a prominent tool in 27:, or more generally 2-cells in 5902: 5883: 5864: 5833: 5809: 5780: 5712: 5689: 5670: 5331: 5325: 5316: 5307: 5249: 5240: 5234: 5228: 5201: 5195: 5186: 5177: 5156:String diagram of the identity 5102: 5064: 5025: 4985: 4958:{\displaystyle {\mathcal {D}}} 4934:{\displaystyle {\mathcal {C}}} 4904: 4880: 4808: 4796: 4749: 4666: 4655: 4621: 4615: 4591: 4585: 4568: 4557: 4515: 4504: 4470: 4464: 4406: 4400: 4383: 4372: 4312: 4309: 4303: 4295: 4264: 4261: 4255: 4247: 4228:{\displaystyle {\text{id}}(x)} 4222: 4216: 4161: 4119: 4113: 4071: 4019: 3980: 3974: 3935: 3850: 3831: 3820: 3807: 3782: 3776: 3765: 3752: 3724: 3718: 3683: 3677: 3637: 3631: 3585: 3579: 3503: 3500: 3494: 3395: 3389: 3331: 3313: 3195:{\displaystyle {\text{id}}(x)} 3189: 3183: 3139: 3127: 3110:{\displaystyle h(-,0)=\Gamma } 3098: 3086: 3012: 3000: 2974: 2962: 2935: 2923: 2877: 2865: 2806: 2794: 2781:defines a plane graph for all 2768: 2756: 2721: 2709: 2706: 2703: 2691: 2639: 2560: 2472: 2466: 2441: 2429: 2426: 2322: 2316: 2305: 2299: 2240: 2228: 2225: 2103: 2097: 2086: 2080: 1927: 1915: 1644: 1612: 1576: 1570: 1564: 1532: 1352: 1272: 1046: 990: 939: 883: 628: 587: 555: 512: 453: 411: 376: 367: 361: 307: 196: 1: 5858:10.1016/S0022-4049(98)00179-0 5663: 5575:Categorical quantum mechanics 5570:Bidirectional transformations 5484:Symmetric monoidal categories 5376:categorical quantum mechanics 5286:The first one is depicted as 3056:if and only if there is some 2506:A progressive plane graph is 2383:when the vertical projection 648: 57:categorical quantum mechanics 47:, string diagrams are called 6217:10.1007/978-3-662-44584-6_30 6108:10.1016/j.concog.2021.103168 5940:, Springer, pp. 289–355 5803:10.1016/0001-8708(91)90003-P 5144:String diagram of the counit 2253:is injective for every edge 1592: 653: 177:String diagrams are made of 172: 7: 6680:Constructions on categories 6095:Consciousness and Cognition 5751:10.1007/978-3-642-12821-9_2 5611: 5597:Natural language processing 5474:Braided monoidal categories 4860: 4718:by structures of dimension 2051:{\displaystyle \Gamma _{1}} 1777:{\displaystyle \Gamma _{0}} 1746:{\displaystyle \Gamma _{1}} 1482:{\displaystyle C_{\Sigma }} 1432:{\displaystyle C_{\Sigma }} 1196:. Thus we get the category 832:{\displaystyle \Sigma _{1}} 762:{\displaystyle \Sigma _{0}} 467:{\displaystyle f':x'\to y'} 263:being processed by the box 10: 7053: 6787:Higher-dimensional algebra 5938:New structures for physics 5725:New Structures for Physics 5636:Penrose graphical notation 5535:Artificial neural networks 5508:Penrose graphical notation 5448:natural language semantics 5132:String diagram of the unit 4193:{\displaystyle z\otimes d} 3915:{\displaystyle d\otimes z} 3167:. Indeed, one can define: 2890:is an inner node for some 681:{\displaystyle X^{\star }} 62: 53:Penrose graphical notation 6981: 6914: 6878: 6826: 6819: 6770: 6760: 6747: 6736: 6679: 6621: 6572: 6527: 6518: 6415: 6411: 6400: 6182:10.1016/j.aim.2020.107239 6068:10.1007/s11229-011-9917-5 5957:Abramsky, Samson (1996). 5504:Compact closed categories 4710:Extension to 2-categories 3448:in the middle and a type 3282:Fix a monoidal signature 2058:. Such points are called 1840:between two real numbers 239:coming in at the top and 5932:Selinger, Peter (2010), 5588:quantum error correction 4758:{\displaystyle f:A\to B} 4691:. The interchanger is a 3269:computer algebra systems 3265:combinatorial definition 3261:low-dimensional topology 2510:by a monoidal signature 596:{\displaystyle g:y\to z} 564:{\displaystyle f:x\to y} 420:{\displaystyle f:x\to y} 316:{\displaystyle f:x\to y} 205:{\displaystyle f:x\to y} 86:in a seminal article by 84:free monoidal categories 6597:Cokernels and quotients 6520:Universal constructions 6159:Advances in Mathematics 6009:10.1145/3209108.3209165 5790:Advances in Mathematics 5696:Penrose, Roger (1971). 5378:, this is known as the 5047:natural transformations 4917:between two categories 4704:Eckmann–Hilton argument 3563:, i.e. it is given by: 3306:is defined as a triple 3295:{\displaystyle \Sigma } 3271:and use them to define 2523:{\displaystyle \Sigma } 1673:{\displaystyle \Gamma } 1455:{\displaystyle \Sigma } 1402:{\displaystyle \Sigma } 960:is a pair of functions 731:{\displaystyle \Sigma } 326:for each list of wires 33:applied category theory 7032:Higher category theory 6754:Higher category theory 6500:Natural transformation 5409:and Alice performs a ( 5351: 5277: 5112: 5077: 5039: 4999: 4959: 4935: 4911: 4818: 4759: 4673: 4522: 4424: 4325: 4277: 4229: 4194: 4168: 4046: 4026: 3916: 3883: 3882:{\displaystyle i<n} 3857: 3789: 3731: 3656: 3610: 3555: 3525: 3462: 3442: 3422: 3402: 3296: 3273:computational problems 3234: 3196: 3163:. String diagrams are 3157: 3111: 3070: 3050: 3019: 2981: 2980:{\displaystyle h(-,t)} 2942: 2904: 2884: 2883:{\displaystyle h(x,t)} 2849: 2813: 2775: 2774:{\displaystyle h(-,t)} 2736: 2656: 2577: 2524: 2497: 2448: 2369: 2347: 2280: 2247: 2194: 2128: 2052: 2025: 1992: 1940:such that every point 1934: 1894: 1893:{\displaystyle a<b} 1868: 1827: 1778: 1747: 1713: 1674: 1651: 1583: 1542: 1503: 1483: 1456: 1433: 1411:free monoidal category 1403: 1379: 1299: 1227: 1190: 1128: 1066: 1010: 954: 905: 833: 799: 763: 732: 706: 682: 638: 597: 565: 530: 468: 421: 386: 340: 317: 277: 253: 233: 206: 115:Charles Sanders Peirce 111:diagrammatic reasoning 5431:quantum teleportation 5391:quantum teleportation 5352: 5278: 5113: 5078: 5040: 5000: 4960: 4936: 4912: 4819: 4760: 4674: 4523: 4425: 4326: 4278: 4230: 4204:the identity diagram 4195: 4169: 4047: 4027: 3917: 3884: 3858: 3790: 3732: 3657: 3611: 3556: 3526: 3463: 3443: 3423: 3403: 3297: 3235: 3197: 3171:the identity diagram 3158: 3112: 3071: 3051: 3020: 3018:{\displaystyle t\in } 2982: 2943: 2941:{\displaystyle t\in } 2905: 2885: 2850: 2814: 2812:{\displaystyle t\in } 2776: 2737: 2669:of plane graphs is a 2657: 2578: 2525: 2498: 2449: 2370: 2348: 2281: 2248: 2246:{\displaystyle e\to } 2195: 2129: 2053: 2026: 1993: 1935: 1895: 1869: 1828: 1779: 1748: 1714: 1675: 1652: 1584: 1543: 1504: 1484: 1457: 1434: 1404: 1380: 1300: 1228: 1191: 1129: 1067: 1011: 955: 906: 834: 800: 764: 733: 707: 683: 639: 598: 566: 531: 469: 422: 387: 341: 318: 278: 254: 234: 207: 6623:Algebraic categories 6359:at Wikimedia Commons 6308:TheCatsters (2007). 6003:. pp. 472–481. 5879:. Springer: 402–418. 5545:Bayesian probability 5521:List of applications 5304: 5170: 5087: 5052: 5009: 4969: 4945: 4921: 4877: 4784: 4773:and the left one to 4737: 4543: 4439: 4341: 4287: 4239: 4208: 4178: 4056: 4036: 3926: 3900: 3867: 3799: 3744: 3669: 3623: 3571: 3545: 3472: 3452: 3432: 3412: 3310: 3286: 3206: 3175: 3121: 3080: 3060: 3029: 2991: 2956: 2914: 2910:it is inner for all 2894: 2859: 2826: 2785: 2750: 2676: 2587: 2534: 2514: 2458: 2387: 2359: 2291: 2257: 2219: 2139: 2072: 2035: 2002: 1944: 1904: 1878: 1844: 1788: 1761: 1730: 1725:connected components 1690: 1664: 1609: 1552: 1513: 1493: 1466: 1446: 1416: 1393: 1316: 1243: 1200: 1138: 1076: 1020: 964: 927: 854: 850:a pair of functions 816: 777: 746: 722: 696: 665: 610: 575: 543: 481: 431: 399: 353: 330: 323:is a string diagram, 295: 267: 243: 223: 184: 7037:Monoidal categories 6792:Homotopy hypothesis 6470:Commutative diagram 5743:2011LNP...813...95B 5565:Conjunctive queries 5005:is left adjoint of 4533:congruence relation 3605: 3533:directed multigraph 3520: 3428:on the left, a box 3382: 3351: 3229: 2492: 2354:of each inner node 2342: 2123: 1061: 1005: 900: 794: 72:electronic circuits 25:monoidal categories 6505:Universal property 5627:Existential graphs 5560:Signal-flow graphs 5530:Concurrency theory 5374:In the context of 5347: 5273: 5271: 5108: 5073: 5035: 4995: 4955: 4931: 4907: 4866:The snake equation 4814: 4755: 4700:boundary connected 4669: 4518: 4420: 4321: 4273: 4225: 4190: 4164: 4042: 4022: 3912: 3879: 3853: 3785: 3727: 3652: 3606: 3591: 3551: 3535:, also known as a 3521: 3506: 3458: 3438: 3418: 3398: 3368: 3337: 3292: 3230: 3215: 3192: 3153: 3107: 3066: 3046: 3015: 2977: 2938: 2900: 2880: 2845: 2809: 2771: 2732: 2652: 2573: 2520: 2493: 2478: 2444: 2365: 2343: 2328: 2276: 2243: 2190: 2124: 2109: 2062:, they define the 2048: 2021: 1988: 1930: 1890: 1864: 1823: 1774: 1743: 1709: 1670: 1647: 1579: 1538: 1499: 1479: 1452: 1429: 1399: 1375: 1295: 1223: 1186: 1124: 1062: 1049: 1006: 993: 950: 901: 886: 829: 795: 780: 771:generating objects 759: 728: 717:monoidal signature 702: 678: 634: 593: 561: 526: 464: 417: 382: 336: 313: 273: 249: 229: 212:, which represent 202: 107:existential graphs 7019: 7018: 6977: 6976: 6973: 6972: 6955:monoidal category 6910: 6909: 6782:Enriched category 6734: 6733: 6730: 6729: 6707:Quotient category 6702:Opposite category 6617: 6616: 6355:Media related to 6311:String diagrams 1 6226:978-3-662-44583-9 5965:. Springer: 1–17. 5760:978-3-642-12821-9 5631:first-order logic 5514:Dagger categories 5494:Ribbon categories 5440:pregroup grammars 4698:on the subset of 4653: 4643: 4637: 4613: 4583: 4579: 4573: 4555: 4535:generated by the 4502: 4492: 4486: 4462: 4398: 4394: 4388: 4370: 4301: 4293: 4253: 4245: 4214: 4045:{\displaystyle z} 3829: 3805: 3774: 3750: 3675: 3629: 3616:as starting point 3577: 3554:{\displaystyle d} 3541:A string diagram 3486: 3478: 3461:{\displaystyle y} 3441:{\displaystyle f} 3421:{\displaystyle x} 3181: 3069:{\displaystyle h} 2903:{\displaystyle t} 2464: 2379:A plane graph is 2368:{\displaystyle f} 2314: 2297: 2207:A plane graph is 2166: 2160: 2095: 2078: 1964: 1958: 1599:topological graph 1502:{\displaystyle D} 1238:forgetful functor 1184: 1167: 1161: 1144: 1122: 1105: 1099: 1082: 868: 860: 841:generating arrows 705:{\displaystyle X} 359: 339:{\displaystyle x} 276:{\displaystyle f} 252:{\displaystyle y} 232:{\displaystyle x} 216:, with a list of 159:first-order logic 135:Frobenius algebra 131:lines of identity 127:Cartesian product 7044: 7009: 7008: 6999: 6998: 6989: 6988: 6824: 6823: 6802:Simplex category 6777:Categorification 6768: 6767: 6749: 6748: 6742: 6712:Product category 6697:Kleisli category 6692:Functor category 6537:Terminal objects 6525: 6524: 6460:Adjoint functors 6413: 6412: 6402: 6401: 6387: 6380: 6373: 6364: 6363: 6354: 6322: 6316: 6315:(streamed video) 6295: 6294: 6292: 6280: 6274: 6273: 6271: 6259: 6253: 6252: 6246: 6238: 6200: 6194: 6193: 6175: 6153: 6147: 6146: 6120: 6110: 6086: 6080: 6079: 6061: 6037: 6031: 6030: 5994: 5988: 5987: 5985: 5973: 5967: 5966: 5954: 5948: 5947: 5946: 5945: 5929: 5923: 5922: 5906: 5900: 5899: 5887: 5881: 5880: 5868: 5862: 5861: 5837: 5831: 5830: 5828: 5827: 5813: 5807: 5806: 5784: 5778: 5777: 5776: 5775: 5736: 5716: 5710: 5709: 5693: 5687: 5686: 5674: 5640:Feynman diagrams 5580:Quantum circuits 5444:information flow 5422: 5399:Bell measurement 5385:The category of 5356: 5354: 5353: 5348: 5346: 5345: 5297: 5282: 5280: 5279: 5274: 5272: 5268: 5267: 5220: 5219: 5153: 5141: 5129: 5117: 5115: 5114: 5109: 5082: 5080: 5079: 5074: 5044: 5042: 5041: 5036: 5034: 5033: 5024: 5023: 5004: 5002: 5001: 4996: 4994: 4993: 4984: 4983: 4964: 4962: 4961: 4956: 4954: 4953: 4940: 4938: 4937: 4932: 4930: 4929: 4916: 4914: 4913: 4908: 4847: 4832:below the link). 4823: 4821: 4820: 4815: 4764: 4762: 4761: 4756: 4724:Poincaré duality 4706:does not apply. 4696:rewriting system 4678: 4676: 4675: 4670: 4665: 4654: 4651: 4641: 4635: 4634: 4614: 4611: 4604: 4584: 4581: 4577: 4571: 4567: 4556: 4553: 4527: 4525: 4524: 4519: 4514: 4503: 4500: 4490: 4484: 4483: 4463: 4460: 4455: 4429: 4427: 4426: 4421: 4419: 4399: 4396: 4392: 4386: 4382: 4371: 4368: 4357: 4330: 4328: 4327: 4322: 4302: 4299: 4294: 4291: 4282: 4280: 4279: 4274: 4254: 4251: 4246: 4243: 4234: 4232: 4231: 4226: 4215: 4212: 4199: 4197: 4196: 4191: 4173: 4171: 4170: 4165: 4157: 4156: 4144: 4143: 4131: 4130: 4109: 4108: 4096: 4095: 4083: 4082: 4051: 4049: 4048: 4043: 4031: 4029: 4028: 4023: 4018: 4017: 4005: 4004: 3992: 3991: 3973: 3972: 3960: 3959: 3947: 3946: 3921: 3919: 3918: 3913: 3888: 3886: 3885: 3880: 3862: 3860: 3859: 3854: 3849: 3848: 3830: 3827: 3819: 3818: 3806: 3803: 3794: 3792: 3791: 3786: 3775: 3772: 3764: 3763: 3751: 3748: 3736: 3734: 3733: 3728: 3711: 3710: 3698: 3697: 3676: 3673: 3661: 3659: 3658: 3653: 3630: 3627: 3615: 3613: 3612: 3607: 3604: 3599: 3578: 3575: 3560: 3558: 3557: 3552: 3530: 3528: 3527: 3522: 3519: 3514: 3487: 3484: 3479: 3476: 3467: 3465: 3464: 3459: 3447: 3445: 3444: 3439: 3427: 3425: 3424: 3419: 3407: 3405: 3404: 3399: 3381: 3376: 3364: 3363: 3350: 3345: 3301: 3299: 3298: 3293: 3239: 3237: 3236: 3231: 3228: 3223: 3201: 3199: 3198: 3193: 3182: 3179: 3162: 3160: 3159: 3154: 3152: 3116: 3114: 3113: 3108: 3075: 3073: 3072: 3067: 3055: 3053: 3052: 3047: 3045: 3024: 3022: 3021: 3016: 2986: 2984: 2983: 2978: 2947: 2945: 2944: 2939: 2909: 2907: 2906: 2901: 2889: 2887: 2886: 2881: 2854: 2852: 2851: 2846: 2844: 2843: 2818: 2816: 2815: 2810: 2780: 2778: 2777: 2772: 2741: 2739: 2738: 2733: 2731: 2661: 2659: 2658: 2653: 2651: 2650: 2638: 2612: 2611: 2599: 2598: 2582: 2580: 2579: 2574: 2572: 2571: 2559: 2558: 2546: 2545: 2529: 2527: 2526: 2521: 2502: 2500: 2499: 2494: 2491: 2486: 2465: 2462: 2453: 2451: 2450: 2445: 2425: 2399: 2398: 2374: 2372: 2371: 2366: 2352: 2350: 2349: 2344: 2341: 2336: 2315: 2312: 2298: 2295: 2285: 2283: 2282: 2277: 2275: 2274: 2252: 2250: 2249: 2244: 2199: 2197: 2196: 2191: 2189: 2164: 2158: 2157: 2156: 2133: 2131: 2130: 2125: 2122: 2117: 2096: 2093: 2079: 2076: 2057: 2055: 2054: 2049: 2047: 2046: 2030: 2028: 2027: 2022: 2020: 2019: 1997: 1995: 1994: 1989: 1969: 1962: 1956: 1939: 1937: 1936: 1931: 1911: 1899: 1897: 1896: 1891: 1873: 1871: 1870: 1865: 1863: 1832: 1830: 1829: 1824: 1822: 1821: 1806: 1805: 1783: 1781: 1780: 1775: 1773: 1772: 1752: 1750: 1749: 1744: 1742: 1741: 1718: 1716: 1715: 1710: 1702: 1701: 1679: 1677: 1676: 1671: 1656: 1654: 1653: 1648: 1643: 1642: 1630: 1629: 1588: 1586: 1585: 1580: 1547: 1545: 1544: 1539: 1531: 1530: 1508: 1506: 1505: 1500: 1488: 1486: 1485: 1480: 1478: 1477: 1461: 1459: 1458: 1453: 1438: 1436: 1435: 1430: 1428: 1427: 1408: 1406: 1405: 1400: 1384: 1382: 1381: 1376: 1374: 1351: 1328: 1327: 1307:monoidal functor 1304: 1302: 1301: 1296: 1294: 1271: 1232: 1230: 1229: 1224: 1222: 1195: 1193: 1192: 1187: 1185: 1182: 1177: 1176: 1165: 1159: 1158: 1157: 1145: 1142: 1133: 1131: 1130: 1125: 1123: 1120: 1115: 1114: 1103: 1097: 1096: 1095: 1083: 1080: 1071: 1069: 1068: 1063: 1057: 1045: 1044: 1032: 1031: 1015: 1013: 1012: 1007: 1001: 989: 988: 976: 975: 959: 957: 956: 951: 949: 910: 908: 907: 902: 899: 894: 882: 881: 869: 866: 861: 858: 838: 836: 835: 830: 828: 827: 805:are also called 804: 802: 801: 796: 793: 788: 768: 766: 765: 760: 758: 757: 737: 735: 734: 729: 711: 709: 708: 703: 687: 685: 684: 679: 677: 676: 643: 641: 640: 635: 602: 600: 599: 594: 570: 568: 567: 562: 535: 533: 532: 527: 525: 511: 497: 473: 471: 470: 465: 463: 452: 441: 426: 424: 423: 418: 391: 389: 388: 383: 360: 357: 345: 343: 342: 337: 322: 320: 319: 314: 282: 280: 279: 274: 258: 256: 255: 250: 238: 236: 235: 230: 211: 209: 208: 203: 155:deduction system 153:two-dimensional 143:logical negation 80:Feynman diagrams 7052: 7051: 7047: 7046: 7045: 7043: 7042: 7041: 7022: 7021: 7020: 7015: 6969: 6939: 6906: 6883: 6874: 6831: 6815: 6766: 6756: 6743: 6726: 6675: 6613: 6582:Initial objects 6568: 6514: 6407: 6396: 6394:Category theory 6391: 6347: 6326:String diagrams 6314: 6307: 6304: 6299: 6298: 6281: 6277: 6260: 6256: 6240: 6239: 6227: 6201: 6197: 6154: 6150: 6087: 6083: 6038: 6034: 6019: 5995: 5991: 5974: 5970: 5955: 5951: 5943: 5941: 5930: 5926: 5907: 5903: 5888: 5884: 5869: 5865: 5838: 5834: 5825: 5823: 5815: 5814: 5810: 5785: 5781: 5773: 5771: 5761: 5717: 5713: 5694: 5690: 5675: 5671: 5666: 5646:Tensor networks 5614: 5523: 5488:symmetric group 5464: 5436: 5435: 5434: 5428: 5423: 5407:entangled state 5369:non-progressive 5361: 5360: 5359: 5358: 5357: 5341: 5337: 5305: 5302: 5301: 5298: 5270: 5269: 5263: 5259: 5252: 5222: 5221: 5215: 5211: 5204: 5173: 5171: 5168: 5167: 5161: 5160: 5159: 5158: 5157: 5154: 5146: 5145: 5142: 5134: 5133: 5130: 5088: 5085: 5084: 5053: 5050: 5049: 5029: 5028: 5019: 5018: 5010: 5007: 5006: 4989: 4988: 4979: 4978: 4970: 4967: 4966: 4949: 4948: 4946: 4943: 4942: 4925: 4924: 4922: 4919: 4918: 4878: 4875: 4874: 4868: 4863: 4855: 4854: 4853: 4852: 4851: 4848: 4785: 4782: 4781: 4738: 4735: 4734: 4712: 4689:polynomial time 4658: 4650: 4627: 4610: 4597: 4580: 4560: 4552: 4544: 4541: 4540: 4507: 4499: 4476: 4459: 4448: 4440: 4437: 4436: 4412: 4395: 4375: 4367: 4350: 4342: 4339: 4338: 4298: 4290: 4288: 4285: 4284: 4250: 4242: 4240: 4237: 4236: 4211: 4209: 4206: 4205: 4179: 4176: 4175: 4152: 4148: 4139: 4135: 4126: 4122: 4104: 4100: 4091: 4087: 4078: 4074: 4057: 4054: 4053: 4037: 4034: 4033: 4013: 4009: 4000: 3996: 3987: 3983: 3968: 3964: 3955: 3951: 3942: 3938: 3927: 3924: 3923: 3901: 3898: 3897: 3868: 3865: 3864: 3838: 3834: 3826: 3814: 3810: 3802: 3800: 3797: 3796: 3771: 3759: 3755: 3747: 3745: 3742: 3741: 3706: 3702: 3693: 3689: 3672: 3670: 3667: 3666: 3626: 3624: 3621: 3620: 3600: 3595: 3574: 3572: 3569: 3568: 3546: 3543: 3542: 3515: 3510: 3483: 3475: 3473: 3470: 3469: 3453: 3450: 3449: 3433: 3430: 3429: 3413: 3410: 3409: 3377: 3372: 3359: 3355: 3346: 3341: 3311: 3308: 3307: 3287: 3284: 3283: 3257:category theory 3253: 3224: 3219: 3207: 3204: 3203: 3178: 3176: 3173: 3172: 3145: 3122: 3119: 3118: 3081: 3078: 3077: 3061: 3058: 3057: 3038: 3030: 3027: 3026: 2992: 2989: 2988: 2957: 2954: 2953: 2915: 2912: 2911: 2895: 2892: 2891: 2860: 2857: 2856: 2839: 2835: 2827: 2824: 2823: 2786: 2783: 2782: 2751: 2748: 2747: 2727: 2677: 2674: 2673: 2646: 2642: 2634: 2607: 2603: 2594: 2590: 2588: 2585: 2584: 2567: 2563: 2554: 2550: 2541: 2537: 2535: 2532: 2531: 2515: 2512: 2511: 2487: 2482: 2461: 2459: 2456: 2455: 2421: 2394: 2390: 2388: 2385: 2384: 2360: 2357: 2356: 2337: 2332: 2311: 2294: 2292: 2289: 2288: 2270: 2266: 2258: 2255: 2254: 2220: 2217: 2216: 2185: 2152: 2148: 2140: 2137: 2136: 2118: 2113: 2092: 2075: 2073: 2070: 2069: 2042: 2038: 2036: 2033: 2032: 2015: 2011: 2003: 2000: 1999: 1998:is also a node 1965: 1945: 1942: 1941: 1907: 1905: 1902: 1901: 1879: 1876: 1875: 1859: 1845: 1842: 1841: 1817: 1813: 1801: 1797: 1789: 1786: 1785: 1768: 1764: 1762: 1759: 1758: 1737: 1733: 1731: 1728: 1727: 1697: 1693: 1691: 1688: 1687: 1685:discrete subset 1665: 1662: 1661: 1659:Hausdorff space 1638: 1634: 1625: 1621: 1610: 1607: 1606: 1595: 1553: 1550: 1549: 1526: 1522: 1514: 1511: 1510: 1494: 1491: 1490: 1473: 1469: 1467: 1464: 1463: 1447: 1444: 1443: 1423: 1419: 1417: 1414: 1413: 1394: 1391: 1390: 1355: 1332: 1323: 1319: 1317: 1314: 1313: 1275: 1252: 1244: 1241: 1240: 1203: 1201: 1198: 1197: 1181: 1172: 1168: 1153: 1149: 1141: 1139: 1136: 1135: 1119: 1110: 1106: 1091: 1087: 1079: 1077: 1074: 1073: 1053: 1040: 1036: 1027: 1023: 1021: 1018: 1017: 997: 984: 980: 971: 967: 965: 962: 961: 942: 928: 925: 924: 911:which assign a 895: 890: 877: 873: 865: 857: 855: 852: 851: 823: 819: 817: 814: 813: 789: 784: 778: 775: 774: 753: 749: 747: 744: 743: 723: 720: 719: 697: 694: 693: 672: 668: 666: 663: 662: 656: 651: 611: 608: 607: 576: 573: 572: 544: 541: 540: 518: 504: 490: 482: 479: 478: 456: 445: 434: 432: 429: 428: 400: 397: 396: 356: 354: 351: 350: 331: 328: 327: 296: 293: 292: 268: 265: 264: 244: 241: 240: 224: 221: 220: 185: 182: 181: 175: 167:Begriffsschrift 65: 49:tensor networks 17:String diagrams 12: 11: 5: 7050: 7040: 7039: 7034: 7017: 7016: 7014: 7013: 7003: 6993: 6982: 6979: 6978: 6975: 6974: 6971: 6970: 6968: 6967: 6962: 6957: 6943: 6937: 6932: 6927: 6921: 6919: 6912: 6911: 6908: 6907: 6905: 6904: 6899: 6888: 6886: 6881: 6876: 6875: 6873: 6872: 6867: 6862: 6857: 6852: 6847: 6836: 6834: 6829: 6821: 6817: 6816: 6814: 6809: 6807:String diagram 6804: 6799: 6797:Model category 6794: 6789: 6784: 6779: 6774: 6772: 6765: 6764: 6761: 6758: 6757: 6745: 6744: 6737: 6735: 6732: 6731: 6728: 6727: 6725: 6724: 6719: 6717:Comma category 6714: 6709: 6704: 6699: 6694: 6689: 6683: 6681: 6677: 6676: 6674: 6673: 6663: 6653: 6651:Abelian groups 6648: 6643: 6638: 6633: 6627: 6625: 6619: 6618: 6615: 6614: 6612: 6611: 6606: 6601: 6600: 6599: 6589: 6584: 6578: 6576: 6570: 6569: 6567: 6566: 6561: 6556: 6555: 6554: 6544: 6539: 6533: 6531: 6522: 6516: 6515: 6513: 6512: 6507: 6502: 6497: 6492: 6487: 6482: 6477: 6472: 6467: 6462: 6457: 6456: 6455: 6450: 6445: 6440: 6435: 6430: 6419: 6417: 6409: 6408: 6398: 6397: 6390: 6389: 6382: 6375: 6367: 6361: 6360: 6357:String diagram 6346: 6345:External links 6343: 6342: 6341: 6335: 6323: 6303: 6302:External links 6300: 6297: 6296: 6275: 6254: 6225: 6195: 6148: 6081: 6052:(3): 651–696. 6032: 6017: 5989: 5968: 5949: 5924: 5901: 5882: 5863: 5852:(3): 213–239. 5832: 5808: 5779: 5759: 5711: 5688: 5668: 5667: 5665: 5662: 5661: 5660: 5658:tensor product 5643: 5633: 5624: 5613: 5610: 5609: 5608: 5603: 5594: 5577: 5572: 5567: 5562: 5557: 5555:Markov kernels 5552: 5547: 5542: 5537: 5532: 5522: 5519: 5518: 5517: 5511: 5501: 5491: 5481: 5463: 5460: 5454:framework and 5425: 5424: 5417: 5416: 5415: 5405:Y and Z in an 5387:Hilbert spaces 5380:snake equation 5365:rigid category 5344: 5340: 5336: 5333: 5330: 5327: 5324: 5321: 5318: 5315: 5312: 5309: 5299: 5292: 5291: 5290: 5289: 5288: 5284: 5283: 5266: 5262: 5258: 5255: 5253: 5251: 5248: 5245: 5242: 5239: 5236: 5233: 5230: 5227: 5224: 5223: 5218: 5214: 5210: 5207: 5205: 5203: 5200: 5197: 5194: 5191: 5188: 5185: 5182: 5179: 5176: 5175: 5155: 5148: 5147: 5143: 5136: 5135: 5131: 5124: 5123: 5122: 5121: 5120: 5107: 5104: 5101: 5098: 5095: 5092: 5072: 5069: 5066: 5063: 5060: 5057: 5032: 5027: 5022: 5017: 5014: 4992: 4987: 4982: 4977: 4974: 4952: 4928: 4906: 4903: 4900: 4897: 4894: 4891: 4888: 4885: 4882: 4867: 4864: 4862: 4859: 4849: 4842: 4841: 4840: 4839: 4838: 4834: 4833: 4813: 4810: 4807: 4804: 4801: 4798: 4795: 4792: 4789: 4778: 4754: 4751: 4748: 4745: 4742: 4731: 4711: 4708: 4668: 4664: 4661: 4657: 4649: 4646: 4640: 4633: 4630: 4626: 4623: 4620: 4617: 4608: 4603: 4600: 4596: 4593: 4590: 4587: 4576: 4570: 4566: 4563: 4559: 4551: 4548: 4517: 4513: 4510: 4506: 4498: 4495: 4489: 4482: 4479: 4475: 4472: 4469: 4466: 4458: 4454: 4451: 4447: 4444: 4432: 4431: 4418: 4415: 4411: 4408: 4405: 4402: 4391: 4385: 4381: 4378: 4374: 4366: 4363: 4360: 4356: 4353: 4349: 4346: 4335: 4332: 4320: 4317: 4314: 4311: 4308: 4305: 4297: 4272: 4269: 4266: 4263: 4260: 4257: 4249: 4224: 4221: 4218: 4189: 4186: 4183: 4163: 4160: 4155: 4151: 4147: 4142: 4138: 4134: 4129: 4125: 4121: 4118: 4115: 4112: 4107: 4103: 4099: 4094: 4090: 4086: 4081: 4077: 4073: 4070: 4067: 4064: 4061: 4041: 4021: 4016: 4012: 4008: 4003: 3999: 3995: 3990: 3986: 3982: 3979: 3976: 3971: 3967: 3963: 3958: 3954: 3950: 3945: 3941: 3937: 3934: 3931: 3911: 3908: 3905: 3878: 3875: 3872: 3852: 3847: 3844: 3841: 3837: 3833: 3825: 3822: 3817: 3813: 3809: 3784: 3781: 3778: 3770: 3767: 3762: 3758: 3754: 3738: 3737: 3726: 3723: 3720: 3717: 3714: 3709: 3705: 3701: 3696: 3692: 3688: 3685: 3682: 3679: 3663: 3651: 3648: 3645: 3642: 3639: 3636: 3633: 3617: 3603: 3598: 3594: 3590: 3587: 3584: 3581: 3550: 3518: 3513: 3509: 3505: 3502: 3499: 3496: 3493: 3490: 3482: 3457: 3437: 3417: 3397: 3394: 3391: 3388: 3385: 3380: 3375: 3371: 3367: 3362: 3358: 3354: 3349: 3344: 3340: 3336: 3333: 3330: 3327: 3324: 3321: 3318: 3315: 3291: 3252: 3249: 3248: 3247: 3244: 3241: 3227: 3222: 3218: 3214: 3211: 3191: 3188: 3185: 3151: 3148: 3144: 3141: 3138: 3135: 3132: 3129: 3126: 3106: 3103: 3100: 3097: 3094: 3091: 3088: 3085: 3065: 3044: 3041: 3037: 3034: 3014: 3011: 3008: 3005: 3002: 2999: 2996: 2976: 2973: 2970: 2967: 2964: 2961: 2950: 2949: 2937: 2934: 2931: 2928: 2925: 2922: 2919: 2899: 2879: 2876: 2873: 2870: 2867: 2864: 2842: 2838: 2834: 2831: 2820: 2808: 2805: 2802: 2799: 2796: 2793: 2790: 2770: 2767: 2764: 2761: 2758: 2755: 2730: 2726: 2723: 2720: 2717: 2714: 2711: 2708: 2705: 2702: 2699: 2696: 2693: 2690: 2687: 2684: 2681: 2671:continuous map 2649: 2645: 2641: 2637: 2633: 2630: 2627: 2624: 2621: 2618: 2615: 2610: 2606: 2602: 2597: 2593: 2570: 2566: 2562: 2557: 2553: 2549: 2544: 2540: 2519: 2490: 2485: 2481: 2477: 2474: 2471: 2468: 2443: 2440: 2437: 2434: 2431: 2428: 2424: 2420: 2417: 2414: 2411: 2408: 2405: 2402: 2397: 2393: 2364: 2340: 2335: 2331: 2327: 2324: 2321: 2318: 2310: 2307: 2304: 2301: 2273: 2269: 2265: 2262: 2242: 2239: 2236: 2233: 2230: 2227: 2224: 2211:, also called 2188: 2184: 2181: 2178: 2175: 2172: 2169: 2163: 2155: 2151: 2147: 2144: 2121: 2116: 2112: 2108: 2105: 2102: 2099: 2091: 2088: 2085: 2082: 2045: 2041: 2018: 2014: 2010: 2007: 1987: 1984: 1981: 1978: 1975: 1972: 1968: 1961: 1955: 1952: 1949: 1929: 1926: 1923: 1920: 1917: 1914: 1910: 1889: 1886: 1883: 1862: 1858: 1855: 1852: 1849: 1820: 1816: 1812: 1809: 1804: 1800: 1796: 1793: 1784:and such that 1771: 1767: 1740: 1736: 1708: 1705: 1700: 1696: 1669: 1646: 1641: 1637: 1633: 1628: 1624: 1620: 1617: 1614: 1594: 1591: 1578: 1575: 1572: 1569: 1566: 1563: 1560: 1557: 1537: 1534: 1529: 1525: 1521: 1518: 1498: 1476: 1472: 1451: 1439:it generates. 1426: 1422: 1398: 1373: 1370: 1367: 1364: 1361: 1358: 1354: 1350: 1347: 1344: 1341: 1338: 1335: 1331: 1326: 1322: 1293: 1290: 1287: 1284: 1281: 1278: 1274: 1270: 1267: 1264: 1261: 1258: 1255: 1251: 1248: 1221: 1218: 1215: 1212: 1209: 1206: 1180: 1175: 1171: 1164: 1156: 1152: 1148: 1118: 1113: 1109: 1102: 1094: 1090: 1086: 1060: 1056: 1052: 1048: 1043: 1039: 1035: 1030: 1026: 1004: 1000: 996: 992: 987: 983: 979: 974: 970: 948: 945: 941: 938: 935: 932: 921: 920: 898: 893: 889: 885: 880: 876: 872: 864: 848: 843:, also called 826: 822: 810: 792: 787: 783: 756: 752: 727: 701: 675: 671: 655: 652: 650: 647: 646: 645: 633: 630: 627: 624: 621: 618: 615: 592: 589: 586: 583: 580: 560: 557: 554: 551: 548: 537: 524: 521: 517: 514: 510: 507: 503: 500: 496: 493: 489: 486: 462: 459: 455: 451: 448: 444: 440: 437: 416: 413: 410: 407: 404: 393: 381: 378: 375: 372: 369: 366: 363: 335: 324: 312: 309: 306: 303: 300: 272: 248: 228: 201: 198: 195: 192: 189: 174: 171: 64: 61: 45:tensor product 9: 6: 4: 3: 2: 7049: 7038: 7035: 7033: 7030: 7029: 7027: 7012: 7004: 7002: 6994: 6992: 6984: 6983: 6980: 6966: 6963: 6961: 6958: 6956: 6952: 6948: 6944: 6942: 6940: 6933: 6931: 6928: 6926: 6923: 6922: 6920: 6917: 6913: 6903: 6900: 6897: 6893: 6890: 6889: 6887: 6885: 6877: 6871: 6868: 6866: 6863: 6861: 6858: 6856: 6855:Tetracategory 6853: 6851: 6848: 6845: 6844:pseudofunctor 6841: 6838: 6837: 6835: 6833: 6825: 6822: 6818: 6813: 6810: 6808: 6805: 6803: 6800: 6798: 6795: 6793: 6790: 6788: 6785: 6783: 6780: 6778: 6775: 6773: 6769: 6763: 6762: 6759: 6755: 6750: 6746: 6741: 6723: 6720: 6718: 6715: 6713: 6710: 6708: 6705: 6703: 6700: 6698: 6695: 6693: 6690: 6688: 6687:Free category 6685: 6684: 6682: 6678: 6671: 6670:Vector spaces 6667: 6664: 6661: 6657: 6654: 6652: 6649: 6647: 6644: 6642: 6639: 6637: 6634: 6632: 6629: 6628: 6626: 6624: 6620: 6610: 6607: 6605: 6602: 6598: 6595: 6594: 6593: 6590: 6588: 6585: 6583: 6580: 6579: 6577: 6575: 6571: 6565: 6564:Inverse limit 6562: 6560: 6557: 6553: 6550: 6549: 6548: 6545: 6543: 6540: 6538: 6535: 6534: 6532: 6530: 6526: 6523: 6521: 6517: 6511: 6508: 6506: 6503: 6501: 6498: 6496: 6493: 6491: 6490:Kan extension 6488: 6486: 6483: 6481: 6478: 6476: 6473: 6471: 6468: 6466: 6463: 6461: 6458: 6454: 6451: 6449: 6446: 6444: 6441: 6439: 6436: 6434: 6431: 6429: 6426: 6425: 6424: 6421: 6420: 6418: 6414: 6410: 6403: 6399: 6395: 6388: 6383: 6381: 6376: 6374: 6369: 6368: 6365: 6358: 6353: 6349: 6348: 6339: 6336: 6334: 6332: 6327: 6324: 6320: 6313: 6312: 6306: 6305: 6291: 6286: 6279: 6270: 6265: 6258: 6250: 6244: 6236: 6232: 6228: 6222: 6218: 6214: 6210: 6206: 6199: 6191: 6187: 6183: 6179: 6174: 6169: 6165: 6161: 6160: 6152: 6144: 6140: 6136: 6132: 6128: 6124: 6119: 6114: 6109: 6104: 6100: 6096: 6092: 6085: 6077: 6073: 6069: 6065: 6060: 6055: 6051: 6047: 6043: 6036: 6028: 6024: 6020: 6018:9781450355834 6014: 6010: 6006: 6002: 6001: 5993: 5984: 5979: 5972: 5964: 5960: 5953: 5939: 5935: 5928: 5920: 5916: 5912: 5905: 5897: 5893: 5886: 5878: 5874: 5867: 5859: 5855: 5851: 5847: 5843: 5836: 5822: 5818: 5812: 5804: 5800: 5797:(1): 55–112. 5796: 5792: 5791: 5783: 5770: 5766: 5762: 5756: 5752: 5748: 5744: 5740: 5735: 5730: 5726: 5722: 5715: 5707: 5703: 5699: 5692: 5685:(3): 185–205. 5684: 5680: 5673: 5669: 5659: 5655: 5651: 5650:vector spaces 5647: 5644: 5641: 5637: 5634: 5632: 5628: 5625: 5623: 5619: 5616: 5615: 5607: 5604: 5602: 5598: 5595: 5593: 5589: 5585: 5581: 5578: 5576: 5573: 5571: 5568: 5566: 5563: 5561: 5558: 5556: 5553: 5551: 5550:Consciousness 5548: 5546: 5543: 5541: 5538: 5536: 5533: 5531: 5528: 5527: 5526: 5515: 5512: 5509: 5505: 5502: 5499: 5498:knot diagrams 5495: 5492: 5489: 5485: 5482: 5479: 5475: 5472: 5471: 5470: 5469: 5459: 5457: 5453: 5449: 5445: 5441: 5432: 5427: 5421: 5414: 5412: 5411:post-selected 5408: 5404: 5400: 5396: 5392: 5388: 5383: 5381: 5377: 5372: 5370: 5366: 5342: 5338: 5334: 5328: 5322: 5319: 5313: 5310: 5296: 5287: 5264: 5260: 5256: 5254: 5246: 5243: 5237: 5231: 5225: 5216: 5212: 5208: 5206: 5198: 5192: 5189: 5183: 5180: 5166: 5165: 5164: 5152: 5140: 5128: 5119: 5105: 5099: 5096: 5093: 5090: 5070: 5067: 5061: 5058: 5055: 5048: 5015: 5012: 4975: 4972: 4901: 4898: 4895: 4892: 4889: 4886: 4883: 4873: 4858: 4846: 4837: 4831: 4827: 4811: 4805: 4802: 4799: 4793: 4790: 4787: 4779: 4776: 4772: 4768: 4752: 4746: 4743: 4740: 4732: 4729: 4728: 4727: 4725: 4721: 4717: 4707: 4705: 4701: 4697: 4694: 4690: 4686: 4681: 4662: 4659: 4647: 4644: 4638: 4631: 4628: 4624: 4618: 4606: 4601: 4598: 4594: 4588: 4574: 4564: 4561: 4549: 4546: 4538: 4534: 4529: 4511: 4508: 4496: 4493: 4487: 4480: 4477: 4473: 4467: 4456: 4452: 4449: 4445: 4442: 4416: 4413: 4409: 4403: 4389: 4379: 4376: 4364: 4361: 4358: 4354: 4351: 4347: 4344: 4336: 4333: 4318: 4315: 4306: 4270: 4267: 4258: 4219: 4203: 4202: 4201: 4187: 4184: 4181: 4158: 4153: 4149: 4145: 4140: 4136: 4132: 4127: 4123: 4116: 4110: 4105: 4101: 4097: 4092: 4088: 4084: 4079: 4075: 4068: 4065: 4062: 4059: 4039: 4014: 4010: 4006: 4001: 3997: 3993: 3988: 3984: 3977: 3969: 3965: 3961: 3956: 3952: 3948: 3943: 3939: 3932: 3929: 3922:of a diagram 3909: 3906: 3903: 3896: 3892: 3876: 3873: 3870: 3845: 3842: 3839: 3835: 3823: 3815: 3811: 3779: 3768: 3760: 3756: 3715: 3712: 3707: 3703: 3699: 3694: 3690: 3686: 3680: 3664: 3649: 3646: 3643: 3640: 3634: 3618: 3601: 3596: 3588: 3582: 3566: 3565: 3564: 3562: 3548: 3538: 3534: 3516: 3511: 3491: 3488: 3480: 3455: 3435: 3415: 3386: 3383: 3378: 3373: 3365: 3360: 3352: 3347: 3342: 3334: 3328: 3325: 3322: 3319: 3316: 3305: 3280: 3278: 3274: 3270: 3266: 3262: 3258: 3251:Combinatorial 3245: 3242: 3225: 3220: 3212: 3209: 3186: 3170: 3169: 3168: 3166: 3149: 3142: 3136: 3133: 3130: 3124: 3101: 3095: 3092: 3089: 3083: 3063: 3042: 3035: 3009: 3006: 3003: 2997: 2994: 2971: 2968: 2965: 2959: 2932: 2929: 2926: 2920: 2917: 2897: 2874: 2871: 2868: 2862: 2840: 2832: 2829: 2821: 2803: 2800: 2797: 2791: 2788: 2765: 2762: 2759: 2753: 2746:the image of 2745: 2744: 2743: 2724: 2718: 2715: 2712: 2700: 2697: 2694: 2688: 2682: 2679: 2672: 2668: 2663: 2647: 2631: 2625: 2622: 2619: 2613: 2608: 2600: 2595: 2591: 2568: 2555: 2547: 2542: 2538: 2509: 2504: 2488: 2483: 2475: 2438: 2435: 2432: 2418: 2412: 2409: 2406: 2400: 2395: 2382: 2377: 2375: 2362: 2353: 2338: 2333: 2325: 2319: 2308: 2302: 2271: 2263: 2260: 2237: 2234: 2231: 2222: 2214: 2210: 2205: 2203: 2182: 2176: 2173: 2170: 2161: 2153: 2145: 2142: 2134: 2119: 2114: 2106: 2089: 2065: 2061: 2043: 2016: 2008: 2005: 1982: 1979: 1976: 1970: 1959: 1950: 1947: 1924: 1921: 1918: 1912: 1887: 1884: 1881: 1856: 1853: 1850: 1847: 1839: 1834: 1818: 1810: 1807: 1802: 1794: 1769: 1756: 1738: 1726: 1723:and a set of 1722: 1703: 1698: 1686: 1683: 1660: 1639: 1631: 1626: 1618: 1605:, is a tuple 1604: 1600: 1590: 1573: 1567: 1558: 1555: 1535: 1523: 1519: 1516: 1496: 1470: 1440: 1420: 1412: 1388: 1329: 1324: 1320: 1312: 1308: 1249: 1246: 1239: 1234: 1178: 1173: 1169: 1162: 1154: 1150: 1146: 1116: 1111: 1107: 1100: 1092: 1088: 1084: 1058: 1054: 1041: 1033: 1028: 1024: 1002: 998: 985: 977: 972: 968: 946: 933: 930: 918: 914: 896: 891: 878: 870: 862: 849: 846: 842: 824: 811: 808: 790: 785: 772: 754: 741: 740: 739: 738:is given by: 718: 713: 699: 691: 673: 669: 661: 631: 625: 622: 619: 616: 613: 606: 590: 584: 581: 578: 558: 552: 549: 546: 538: 522: 519: 515: 508: 505: 501: 498: 494: 491: 487: 484: 477: 460: 457: 449: 446: 442: 438: 435: 414: 408: 405: 402: 394: 379: 373: 370: 364: 349: 333: 325: 310: 304: 301: 298: 290: 289: 288: 286: 270: 262: 246: 226: 219: 215: 199: 193: 190: 187: 180: 170: 168: 164: 163:Gottlob Frege 160: 156: 152: 148: 144: 140: 136: 132: 128: 124: 120: 116: 112: 108: 103: 101: 97: 93: 89: 85: 81: 77: 76:Roger Penrose 73: 69: 60: 58: 54: 50: 46: 42: 38: 37:vector spaces 34: 30: 26: 22: 18: 6935: 6916:Categorified 6820:n-categories 6806: 6771:Key concepts 6609:Direct limit 6592:Coequalizers 6510:Yoneda lemma 6416:Key concepts 6406:Key concepts 6330: 6310: 6278: 6257: 6208: 6198: 6163: 6157: 6151: 6098: 6094: 6084: 6049: 6045: 6035: 5999: 5992: 5971: 5962: 5952: 5942:, retrieved 5937: 5927: 5918: 5914: 5904: 5895: 5885: 5876: 5866: 5849: 5845: 5835: 5824:. Retrieved 5821:angg.twu.net 5820: 5811: 5794: 5788: 5782: 5772:, retrieved 5724: 5714: 5705: 5701: 5691: 5682: 5678: 5672: 5622:linear logic 5524: 5478:braid groups 5467: 5465: 5437: 5384: 5379: 5373: 5368: 5362: 5285: 5162: 4870:Consider an 4869: 4856: 4835: 4829: 4825: 4774: 4770: 4766: 4719: 4715: 4713: 4699: 4685:word problem 4682: 4537:interchanger 4536: 4530: 4433: 3894: 3890: 3739: 3540: 3303: 3281: 3277:generic form 3276: 3264: 3254: 3164: 2951: 2666: 2664: 2507: 2505: 2380: 2378: 2355: 2287: 2212: 2208: 2206: 2201: 2067: 2063: 2059: 1835: 1754: 1720: 1603:cell complex 1596: 1441: 1387:left adjoint 1311:free functor 1235: 922: 916: 912: 844: 840: 806: 770: 716: 714: 657: 284: 217: 178: 176: 138: 130: 104: 66: 29:2-categories 16: 15: 6884:-categories 6860:Kan complex 6850:Tricategory 6832:-categories 6722:Subcategory 6480:Exponential 6448:Preadditive 6443:Pre-abelian 6317:. Youtube. 6118:10230/53097 5654:linear maps 5592:ZX-calculus 5540:Game theory 2667:deformation 2209:progressive 2202:inner nodes 2200:are called 2060:outer nodes 1838:plane graph 1385:, i.e. the 1236:There is a 690:free monoid 688:denote the 660:Kleene star 605:composition 119:finite sets 92:Ross Street 88:André Joyal 68:Günter Hotz 41:linear maps 7026:Categories 6902:3-category 6892:2-category 6865:∞-groupoid 6840:Bicategory 6587:Coproducts 6547:Equalizers 6453:Bicategory 6290:1809.00738 6269:1804.07626 6173:1908.07021 6166:: 107239. 6101:: 103168. 5983:1711.10455 5944:2022-11-08 5826:2022-11-11 5774:2022-11-08 5708:: 221–244. 5664:References 5618:Proof nets 5395:Bell state 4872:adjunction 4032:by a type 3895:whiskering 3740:such that 3665:a list of 3408:of a type 2742:such that 649:Definition 6951:Symmetric 6896:2-functor 6636:Relations 6559:Pullbacks 6243:cite book 6190:201103837 6143:235683270 6127:1053-8100 6059:1102.2368 5769:115169297 5734:0903.0340 5329:η 5320:∘ 5311:ε 5244:η 5238:∘ 5232:ε 5199:η 5190:∘ 5181:ε 5103:→ 5091:ε 5065:→ 5056:η 5026:→ 4986:← 4902:ε 4896:η 4809:→ 4797:⇒ 4788:α 4780:a 2-cell 4750:→ 4733:a 1-cell 4693:confluent 4648:⊗ 4639:∘ 4625:⊗ 4595:⊗ 4575:∘ 4550:⊗ 4497:⊗ 4488:∘ 4474:⊗ 4446:⊗ 4410:⊗ 4390:∘ 4365:⊗ 4348:⊗ 4185:⊗ 4117:… 4063:⊗ 3978:… 3907:⊗ 3722:Σ 3713:∈ 3700:… 3647:≥ 3619:a length 3602:⋆ 3593:Σ 3589:∈ 3567:a domain 3517:⋆ 3508:Σ 3504:→ 3498:Σ 3393:Σ 3379:⋆ 3370:Σ 3366:× 3357:Σ 3353:× 3348:⋆ 3339:Σ 3335:∈ 3290:Σ 3226:⋆ 3217:Σ 3213:∈ 3147:Γ 3131:− 3105:Γ 3090:− 3040:Γ 3036:∼ 3033:Γ 2998:∈ 2966:− 2921:∈ 2837:Γ 2833:∈ 2792:∈ 2760:− 2725:× 2707:→ 2689:× 2686:Γ 2644:Σ 2640:→ 2632:× 2614:− 2605:Γ 2565:Σ 2561:→ 2552:Γ 2518:Σ 2489:⋆ 2480:Γ 2476:∈ 2470:Γ 2427:→ 2419:× 2401:− 2392:Γ 2339:⋆ 2330:Γ 2326:∈ 2268:Γ 2264:∈ 2226:→ 2213:recumbent 2183:× 2162:− 2150:Γ 2146:∈ 2120:⋆ 2111:Γ 2107:∈ 2101:Γ 2084:Γ 2068:codomain 2040:Γ 2013:Γ 2009:∈ 1971:× 1960:∩ 1954:Γ 1951:∈ 1913:× 1857:∈ 1815:Γ 1811:∐ 1799:Γ 1795:− 1792:Γ 1766:Γ 1735:Γ 1707:Γ 1704:⊆ 1695:Γ 1668:Γ 1636:Γ 1623:Γ 1616:Γ 1593:Geometric 1565:→ 1562:Σ 1533:→ 1528:Σ 1475:Σ 1450:Σ 1425:Σ 1397:Σ 1353:→ 1325:− 1273:→ 1179:∘ 1147:∘ 1117:∘ 1085:∘ 1051:Σ 1047:→ 1038:Σ 995:Σ 991:→ 982:Σ 944:Σ 940:→ 937:Σ 897:⋆ 888:Σ 884:→ 875:Σ 821:Σ 791:⋆ 782:Σ 751:Σ 726:Σ 674:⋆ 654:Algebraic 629:→ 617:∘ 588:→ 556:→ 513:→ 488:⊗ 454:→ 412:→ 377:→ 308:→ 291:each box 285:signature 214:processes 197:→ 173:Intuition 125:with the 123:relations 43:with the 21:morphisms 7011:Glossary 6991:Category 6965:n-monoid 6918:concepts 6574:Colimits 6542:Products 6495:Morphism 6438:Concrete 6433:Additive 6423:Category 6319:Archived 6235:18492893 6135:34627099 6046:Synthese 6027:17887510 5612:See also 5601:DisCoCat 5452:DisCoCat 5397:and the 5045:and the 4861:Examples 4726:. Thus, 4722:, using 4663:′ 4632:′ 4602:′ 4565:′ 4512:′ 4481:′ 4453:′ 4417:′ 4380:′ 4355:′ 3863:for all 3150:′ 3043:′ 2822:for all 1059:′ 1003:′ 947:′ 917:codomain 658:Let the 603:, their 523:′ 509:′ 495:′ 474:, their 461:′ 450:′ 439:′ 348:identity 151:complete 100:PGF/TikZ 7001:Outline 6960:n-group 6925:2-group 6880:Strict 6870:∞-topos 6666:Modules 6604:Pushout 6552:Kernels 6485:Functor 6428:Abelian 6338:DisCoPy 6328:at the 6076:3736082 5739:Bibcode 2508:labeled 2381:generic 1753:called 1409:to the 261:systems 78:, with 63:History 6947:Traced 6930:2-ring 6660:Fields 6646:Groups 6641:Magmas 6529:Limits 6233:  6223:  6188:  6141:  6133:  6125:  6074:  6025:  6015:  5767:  5757:  5599:, see 5590:, see 5403:qubits 4965:where 4767:string 4642:  4636:  4578:  4572:  4491:  4485:  4393:  4387:  3893:. The 3891:offset 3674:layers 3537:quiver 2165:  2159:  2064:domain 1963:  1957:  1682:closed 1166:  1160:  1104:  1098:  913:domain 812:a set 742:a set 476:tensor 346:, the 137:, the 129:. The 6941:-ring 6828:Weak 6812:Topos 6656:Rings 6285:arXiv 6264:arXiv 6231:S2CID 6186:S2CID 6168:arXiv 6139:S2CID 6072:S2CID 6054:arXiv 6023:S2CID 5978:arXiv 5765:S2CID 5729:arXiv 4235:with 3304:layer 3076:with 2855:, if 2463:boxes 1874:with 1755:edges 1721:nodes 1657:of a 845:boxes 807:types 218:wires 179:boxes 147:sound 96:LaTeX 6631:Sets 6249:link 6221:ISBN 6131:PMID 6123:ISSN 6013:ISBN 5755:ISBN 5656:and 5638:and 5586:and 5083:and 4941:and 4683:The 4283:and 3874:< 3795:and 3302:. 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4586:( 4569:) 4562:d 4558:( 4547:d 4539:: 4516:) 4509:d 4505:( 4494:d 4478:d 4471:) 4468:d 4465:( 4457:= 4450:d 4443:d 4430:. 4414:d 4407:) 4404:d 4401:( 4384:) 4377:d 4373:( 4362:d 4359:= 4352:d 4345:d 4331:, 4319:x 4316:= 4313:) 4310:) 4307:x 4304:( 4296:( 4271:0 4268:= 4265:) 4262:) 4259:x 4256:( 4248:( 4223:) 4220:x 4217:( 4188:d 4182:z 4162:) 4159:z 4154:n 4150:y 4146:, 4141:n 4137:f 4133:, 4128:n 4124:x 4120:( 4114:) 4111:z 4106:1 4102:y 4098:, 4093:1 4089:f 4085:, 4080:1 4076:x 4072:( 4069:= 4066:z 4060:d 4040:z 4020:) 4015:n 4011:y 4007:, 4002:n 3998:f 3994:, 3989:n 3985:x 3981:( 3975:) 3970:1 3966:y 3962:, 3957:1 3953:f 3949:, 3944:1 3940:x 3936:( 3933:= 3930:d 3910:z 3904:d 3877:n 3871:i 3851:) 3846:1 3843:+ 3840:i 3836:d 3832:( 3824:= 3821:) 3816:i 3812:d 3808:( 3783:) 3780:d 3777:( 3769:= 3766:) 3761:1 3757:d 3753:( 3725:) 3719:( 3716:L 3708:n 3704:d 3695:1 3691:d 3687:= 3684:) 3681:d 3678:( 3662:, 3650:0 3644:n 3641:= 3638:) 3635:d 3632:( 3597:0 3586:) 3583:d 3580:( 3549:d 3512:0 3501:) 3495:( 3492:L 3489:: 3481:, 3456:y 3436:f 3416:x 3396:) 3390:( 3387:L 3374:0 3361:1 3343:0 3332:) 3329:y 3326:, 3323:f 3320:, 3317:x 3314:( 3240:, 3221:0 3210:x 3190:) 3187:x 3184:( 3143:= 3140:) 3137:1 3134:, 3128:( 3125:h 3102:= 3099:) 3096:0 3093:, 3087:( 3084:h 3064:h 3013:] 3010:1 3007:, 3004:0 3001:[ 2995:t 2975:) 2972:t 2969:, 2963:( 2960:h 2948:. 2936:] 2933:1 2930:, 2927:0 2924:[ 2918:t 2898:t 2878:) 2875:t 2872:, 2869:x 2866:( 2863:h 2841:0 2830:x 2819:, 2807:] 2804:1 2801:, 2798:0 2795:[ 2789:t 2769:) 2766:t 2763:, 2757:( 2754:h 2729:R 2722:] 2719:b 2716:, 2713:a 2710:[ 2704:] 2701:1 2698:, 2695:0 2692:[ 2683:: 2680:h 2648:1 2636:R 2629:} 2626:b 2623:, 2620:a 2617:{ 2609:0 2601:: 2596:1 2592:v 2569:0 2556:1 2548:: 2543:0 2539:v 2484:0 2473:) 2467:( 2442:] 2439:b 2436:, 2433:a 2430:[ 2423:R 2416:} 2413:b 2410:, 2407:a 2404:{ 2396:0 2363:f 2334:1 2323:) 2320:f 2317:( 2309:, 2306:) 2303:f 2300:( 2272:1 2261:e 2241:] 2238:b 2235:, 2232:a 2229:[ 2223:e 2187:R 2180:} 2177:b 2174:, 2171:a 2168:{ 2154:0 2143:f 2115:1 2104:) 2098:( 2090:, 2087:) 2081:( 2044:1 2017:0 2006:x 1986:} 1983:b 1980:, 1977:a 1974:{ 1967:R 1948:x 1928:] 1925:b 1922:, 1919:a 1916:[ 1909:R 1888:b 1882:a 1861:R 1854:b 1851:, 1848:a 1819:1 1808:= 1803:0 1770:0 1739:1 1699:0 1645:) 1640:1 1632:, 1627:0 1619:, 1613:( 1577:) 1574:D 1571:( 1568:U 1559:: 1556:F 1536:D 1524:C 1520:: 1517:F 1497:D 1471:C 1421:C 1372:t 1369:a 1366:C 1363:n 1360:o 1357:M 1349:g 1346:i 1343:S 1340:n 1337:o 1334:M 1330:: 1321:C 1292:g 1289:i 1286:S 1283:n 1280:o 1277:M 1269:t 1266:a 1263:C 1260:n 1257:o 1254:M 1250:: 1247:U 1220:g 1217:i 1214:S 1211:n 1208:o 1205:M 1174:0 1170:F 1163:= 1155:1 1151:F 1112:0 1108:F 1101:= 1093:1 1089:F 1055:1 1042:1 1034:: 1029:1 1025:F 999:0 986:0 978:: 973:0 969:F 934:: 931:F 892:0 879:1 871:: 863:, 847:, 825:1 809:, 786:0 755:0 700:X 670:X 632:z 626:x 623:: 620:f 614:g 591:z 585:y 582:: 579:g 559:y 553:x 550:: 547:f 520:y 516:y 506:x 502:x 499:: 492:f 485:f 458:y 447:x 443:: 436:f 415:y 409:x 406:: 403:f 380:x 374:x 371:: 368:) 365:x 362:( 334:x 311:y 305:x 302:: 299:f 271:f 247:y 227:x 200:y 194:x 191:: 188:f

Index

morphisms
monoidal categories
2-categories
applied category theory
vector spaces
linear maps
tensor product
tensor networks
Penrose graphical notation
categorical quantum mechanics
Günter Hotz
electronic circuits
Roger Penrose
Feynman diagrams
free monoidal categories
André Joyal
Ross Street
LaTeX
PGF/TikZ
existential graphs
diagrammatic reasoning
Charles Sanders Peirce
finite sets
relations
Cartesian product
Frobenius algebra
logical negation
sound
complete
deduction system

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