Knots and Links
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Deep Learning the Hyperbolic Volume of a Knot Arxiv:1902.05547V3 [Hep-Th] 16 Sep 2019
Deep Learning the Hyperbolic Volume of a Knot Vishnu Jejjalaa;b , Arjun Karb , Onkar Parrikarb aMandelstam Institute for Theoretical Physics, School of Physics, NITheP, and CoE-MaSS, University of the Witwatersrand, Johannesburg, WITS 2050, South Africa bDavid Rittenhouse Laboratory, University of Pennsylvania, 209 S 33rd Street, Philadelphia, PA 19104, USA E-mail: [email protected], [email protected], [email protected] Abstract: An important conjecture in knot theory relates the large-N, double scaling limit of the colored Jones polynomial JK;N (q) of a knot K to the hyperbolic volume of the knot complement, Vol(K). A less studied question is whether Vol(K) can be recovered directly from the original Jones polynomial (N = 2). In this report we use a deep neural network to approximate Vol(K) from the Jones polynomial. Our network is robust and correctly predicts the volume with 97:6% accuracy when training on 10% of the data. This points to the existence of a more direct connection between the hyperbolic volume and the Jones polynomial. arXiv:1902.05547v3 [hep-th] 16 Sep 2019 Contents 1 Introduction1 2 Setup and Result3 3 Discussion7 A Overview of knot invariants9 B Neural networks 10 B.1 Details of the network 12 C Other experiments 14 1 Introduction Identifying patterns in data enables us to formulate questions that can lead to exact results. Since many of these patterns are subtle, machine learning has emerged as a useful tool in discovering these relationships. In this work, we apply this idea to invariants in knot theory. -
THE JONES SLOPES of a KNOT Contents 1. Introduction 1 1.1. The
THE JONES SLOPES OF A KNOT STAVROS GAROUFALIDIS Abstract. The paper introduces the Slope Conjecture which relates the degree of the Jones polynomial of a knot and its parallels with the slopes of incompressible surfaces in the knot complement. More precisely, we introduce two knot invariants, the Jones slopes (a finite set of rational numbers) and the Jones period (a natural number) of a knot in 3-space. We formulate a number of conjectures for these invariants and verify them by explicit computations for the class of alternating knots, the knots with at most 9 crossings, the torus knots and the (−2, 3,n) pretzel knots. Contents 1. Introduction 1 1.1. The degree of the Jones polynomial and incompressible surfaces 1 1.2. The degree of the colored Jones function is a quadratic quasi-polynomial 3 1.3. q-holonomic functions and quadratic quasi-polynomials 3 1.4. The Jones slopes and the Jones period of a knot 4 1.5. The symmetrized Jones slopes and the signature of a knot 5 1.6. Plan of the proof 7 2. Future directions 7 3. The Jones slopes and the Jones period of an alternating knot 8 4. Computing the Jones slopes and the Jones period of a knot 10 4.1. Some lemmas on quasi-polynomials 10 4.2. Computing the colored Jones function of a knot 11 4.3. Guessing the colored Jones function of a knot 11 4.4. A summary of non-alternating knots 12 4.5. The 8-crossing non-alternating knots 13 4.6. -
An Introduction to Knot Theory and the Knot Group
AN INTRODUCTION TO KNOT THEORY AND THE KNOT GROUP LARSEN LINOV Abstract. This paper for the University of Chicago Math REU is an expos- itory introduction to knot theory. In the first section, definitions are given for knots and for fundamental concepts and examples in knot theory, and motivation is given for the second section. The second section applies the fun- damental group from algebraic topology to knots as a means to approach the basic problem of knot theory, and several important examples are given as well as a general method of computation for knot diagrams. This paper assumes knowledge in basic algebraic and general topology as well as group theory. Contents 1. Knots and Links 1 1.1. Examples of Knots 2 1.2. Links 3 1.3. Knot Invariants 4 2. Knot Groups and the Wirtinger Presentation 5 2.1. Preliminary Examples 5 2.2. The Wirtinger Presentation 6 2.3. Knot Groups for Torus Knots 9 Acknowledgements 10 References 10 1. Knots and Links We open with a definition: Definition 1.1. A knot is an embedding of the circle S1 in R3. The intuitive meaning behind a knot can be directly discerned from its name, as can the motivation for the concept. A mathematical knot is just like a knot of string in the real world, except that it has no thickness, is fixed in space, and most importantly forms a closed loop, without any loose ends. For mathematical con- venience, R3 in the definition is often replaced with its one-point compactification S3. Of course, knots in the real world are not fixed in space, and there is no interesting difference between, say, two knots that differ only by a translation. -
Hyperbolic Structures from Link Diagrams
University of Tennessee, Knoxville TRACE: Tennessee Research and Creative Exchange Doctoral Dissertations Graduate School 5-2012 Hyperbolic Structures from Link Diagrams Anastasiia Tsvietkova [email protected] Follow this and additional works at: https://trace.tennessee.edu/utk_graddiss Part of the Geometry and Topology Commons Recommended Citation Tsvietkova, Anastasiia, "Hyperbolic Structures from Link Diagrams. " PhD diss., University of Tennessee, 2012. https://trace.tennessee.edu/utk_graddiss/1361 This Dissertation is brought to you for free and open access by the Graduate School at TRACE: Tennessee Research and Creative Exchange. It has been accepted for inclusion in Doctoral Dissertations by an authorized administrator of TRACE: Tennessee Research and Creative Exchange. For more information, please contact [email protected]. To the Graduate Council: I am submitting herewith a dissertation written by Anastasiia Tsvietkova entitled "Hyperbolic Structures from Link Diagrams." I have examined the final electronic copy of this dissertation for form and content and recommend that it be accepted in partial fulfillment of the equirr ements for the degree of Doctor of Philosophy, with a major in Mathematics. Morwen B. Thistlethwaite, Major Professor We have read this dissertation and recommend its acceptance: Conrad P. Plaut, James Conant, Michael Berry Accepted for the Council: Carolyn R. Hodges Vice Provost and Dean of the Graduate School (Original signatures are on file with official studentecor r ds.) Hyperbolic Structures from Link Diagrams A Dissertation Presented for the Doctor of Philosophy Degree The University of Tennessee, Knoxville Anastasiia Tsvietkova May 2012 Copyright ©2012 by Anastasiia Tsvietkova. All rights reserved. ii Acknowledgements I am deeply thankful to Morwen Thistlethwaite, whose thoughtful guidance and generous advice made this research possible. -
Dynamics, and Invariants
k k On Groups Gn and Γn: A Study of Manifolds, Dynamics, and Invariants Vassily O. Manturov, Denis A. Fedoseev, Seongjeong Kim, Igor M. Nikonov A long time ago, when I first encountered knot tables and started un- knotting knots “by hand”, I was quite excited with the fact that some knots may have more than one minimal representative. In other words, in order to make an object simpler, one should first make it more complicated, for example, see Fig. 1 [72]: this diagram represents the trivial knot, but in order to simplify it, one needs to perform an increasing Reidemeister move first. Figure 1: Culprit knot Being a first year undergraduate student (in the Moscow State Univer- sity), I first met free groups and their presentation. The power and beauty, arXiv:1905.08049v4 [math.GT] 29 Mar 2021 and simplicity of these groups for me were their exponential growth and ex- tremely easy solution to the word problem and conjugacy problem by means of a gradient descent algorithm in a word (in a cyclic word, respectively). Also, I was excited with Diamond lemma (see Fig. 2): a simple condition which guarantees the uniqueness of the minimal objects, and hence, solution to many problems. Being a last year undergraduate and teaching a knot theory course for the first time, I thought: “Why do not we have it (at least partially) in knot theory?” 1 A A1 A2 A12 = A21 Figure 2: The Diamond lemma By that time I knew about the Diamond lemma and solvability of many problems like word problem in groups by gradient descent algorithm. -
How Many Knots Have the Same Group?
proceedings of the american mathematical society Volume 80, Number 1, September 1980 HOW MANY KNOTS HAVE THE SAME GROUP? JONATHAN SIMON1 Abstract. Let A"be a knot in S3, G = nx(S3 — K), n = number of prime factors of K, v(G) = number of topologically different knot-complements with group G and k(G) = number of distinct knot types with group G. Theorem. If K is prime, then v(G) < 2. If n > 2, then v(G) = k(G) < 2"-1. For each n > 2, the bound 2"~' is the best possible. For K prime, we still have the conjecture v(G) = k(G) = \. If K is a cable-knot, then k(G) < 2. Let K be a tame knot in the 3-sphere S3 and let G denote nx(S3 — K). If L is a knot whose group is isomorphic to G, must K and L be equivalent? Must the complements of K and L be homeomorphic? How many mutually inequivalent knots, or mutually nonhomeomorphic knot-complements, can have the same group? These problems are discussed in [8], [5, Problems 1.13 and 1.15] and, most recently, [3], which is the basis for this paper. W. Thurston has announced a proof [10], using hyperbolic structures, that for knots whose exteriors have no essential annuli or tori, there are at most finitely many knots (the number possibly varying with K) having a given group. For such knots (in fact, for all knots whose exteriors have no essential annuli) the groups determine the complements [2], so Thurston really is dealing with the question of how well the complements determine the knots. -
Deep Learning the Hyperbolic Volume of a Knot
Physics Letters B 799 (2019) 135033 Contents lists available at ScienceDirect Physics Letters B www.elsevier.com/locate/physletb Deep learning the hyperbolic volume of a knot ∗ Vishnu Jejjala a,b, Arjun Kar b, , Onkar Parrikar b,c a Mandelstam Institute for Theoretical Physics, School of Physics, NITheP, and CoE-MaSS, University of the Witwatersrand, Johannesburg, WITS 2050, South Africa b David Rittenhouse Laboratory, University of Pennsylvania, 209 S 33rd Street, Philadelphia, PA 19104, USA c Stanford Institute for Theoretical Physics, Stanford University, Stanford, CA 94305, USA a r t i c l e i n f o a b s t r a c t Article history: An important conjecture in knot theory relates the large-N, double scaling limit of the colored Jones Received 8 October 2019 polynomial J K ,N (q) of a knot K to the hyperbolic volume of the knot complement, Vol(K ). A less studied Accepted 14 October 2019 question is whether Vol(K ) can be recovered directly from the original Jones polynomial (N = 2). In this Available online 28 October 2019 report we use a deep neural network to approximate Vol(K ) from the Jones polynomial. Our network Editor: M. Cveticˇ is robust and correctly predicts the volume with 97.6% accuracy when training on 10% of the data. Keywords: This points to the existence of a more direct connection between the hyperbolic volume and the Jones Machine learning polynomial. Neural network © 2019 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license 3 Topological field theory (http://creativecommons.org/licenses/by/4.0/). -
Invariants of Knots and 3-Manifolds: Survey on 3-Manifolds
Invariants of knots and 3-manifolds: Survey on 3-manifolds Wolfgang Lück Bonn Germany email [email protected] http://131.220.77.52/lueck/ Bonn, 10. & 12. April 2018 Wolfgang Lück (MI, Bonn) Survey on 3-manifolds Bonn, 10. & 12. April 2018 1 / 44 Tentative plan of the course title date lecturer Introduction to 3-manifolds I & II April, 10 & 12 Lück Cobordism theory and the April, 17 Lück s-cobordism theorem Introduction to Surgery theory April 19 Lück L2-Betti numbers April, 24 & 26 Lück Introduction to Knots and Links May 3 Teichner Knot invariants I May, 8 Teichner Knot invariants II May,15 Teichner Introduction to knot concordance I May, 17 Teichner Whitehead torsion and L2-torsion I May 29th Lück L2-signatures I June 5 Teichner tba June, 7 tba Wolfgang Lück (MI, Bonn) Survey on 3-manifolds Bonn, 10. & 12. April 2018 2 / 44 title date lecturer Whitehead torsion and L2-torsion II June, 12 Lück L2-invariants und 3-manifolds I June, 14 Lück L2-invariants und 3-manifolds II June, 19 Lück L2-signatures II June, 21 Teichner L2-signatures as knot concordance June, 26 & 28 Teichner invariants I & II tba July, 3 tba Further aspects of L2-invariants July 10 Lück tba July 12 Teichner Open problems in low-dimensional July 17 & 19 Teichner topology No talks on May 1, May 10, May 22, May 24, May 31, July 5. On demand there can be a discussion session at the end of the Thursday lecture. Wolfgang Lück (MI, Bonn) Survey on 3-manifolds Bonn, 10. -
Alternating Knots
ALTERNATING KNOTS WILLIAM W. MENASCO Abstract. This is a short expository article on alternating knots and is to appear in the Concise Encyclopedia of Knot Theory. Introduction Figure 1. P.G. Tait's first knot table where he lists all knot types up to 7 crossings. (From reference [6], courtesy of J. Hoste, M. Thistlethwaite and J. Weeks.) 3 ∼ A knot K ⊂ S is alternating if it has a regular planar diagram DK ⊂ P(= S2) ⊂ S3 such that, when traveling around K , the crossings alternate, over-under- over-under, all the way along K in DK . Figure1 show the first 15 knot types in P. G. Tait's earliest table and each diagram exhibits this alternating pattern. This simple arXiv:1901.00582v1 [math.GT] 3 Jan 2019 definition is very unsatisfying. A knot is alternating if we can draw it as an alternating diagram? There is no mention of any geometric structure. Dissatisfied with this characterization of an alternating knot, Ralph Fox (1913-1973) asked: "What is an alternating knot?" black white white black Figure 2. Going from a black to white region near a crossing. 1 2 WILLIAM W. MENASCO Let's make an initial attempt to address this dissatisfaction by giving a different characterization of an alternating diagram that is immediate from the over-under- over-under characterization. As with all regular planar diagrams of knots in S3, the regions of an alternating diagram can be colored in a checkerboard fashion. Thus, at each crossing (see figure2) we will have \two" white regions and \two" black regions coming together with similarly colored regions being kitty-corner to each other. -
Knot Theory and the Alexander Polynomial
Knot Theory and the Alexander Polynomial Reagin Taylor McNeill Submitted to the Department of Mathematics of Smith College in partial fulfillment of the requirements for the degree of Bachelor of Arts with Honors Elizabeth Denne, Faculty Advisor April 15, 2008 i Acknowledgments First and foremost I would like to thank Elizabeth Denne for her guidance through this project. Her endless help and high expectations brought this project to where it stands. I would Like to thank David Cohen for his support thoughout this project and through- out my mathematical career. His humor, skepticism and advice is surely worth the $.25 fee. I would also like to thank my professors, peers, housemates, and friends, particularly Kelsey Hattam and Katy Gerecht, for supporting me throughout the year, and especially for tolerating my temporary insanity during the final weeks of writing. Contents 1 Introduction 1 2 Defining Knots and Links 3 2.1 KnotDiagramsandKnotEquivalence . ... 3 2.2 Links, Orientation, and Connected Sum . ..... 8 3 Seifert Surfaces and Knot Genus 12 3.1 SeifertSurfaces ................................. 12 3.2 Surgery ...................................... 14 3.3 Knot Genus and Factorization . 16 3.4 Linkingnumber.................................. 17 3.5 Homology ..................................... 19 3.6 TheSeifertMatrix ................................ 21 3.7 TheAlexanderPolynomial. 27 4 Resolving Trees 31 4.1 Resolving Trees and the Conway Polynomial . ..... 31 4.2 TheAlexanderPolynomial. 34 5 Algebraic and Topological Tools 36 5.1 FreeGroupsandQuotients . 36 5.2 TheFundamentalGroup. .. .. .. .. .. .. .. .. 40 ii iii 6 Knot Groups 49 6.1 TwoPresentations ................................ 49 6.2 The Fundamental Group of the Knot Complement . 54 7 The Fox Calculus and Alexander Ideals 59 7.1 TheFreeCalculus ............................... -
How Can We Say 2 Knots Are Not the Same?
How can we say 2 knots are not the same? SHRUTHI SRIDHAR What’s a knot? A knot is a smooth embedding of the circle S1 in IR3. A link is a smooth embedding of the disjoint union of more than one circle Intuitively, it’s a string knotted up with ends joined up. We represent it on a plane using curves and ‘crossings’. The unknot A ‘figure-8’ knot A ‘wild’ knot (not a knot for us) Hopf Link Two knots or links are the same if they have an ambient isotopy between them. Representing a knot Knots are represented on the plane with strands and crossings where 2 strands cross. We call this picture a knot diagram. Knots can have more than one representation. Reidemeister moves Operations on knot diagrams that don’t change the knot or link Reidemeister moves Theorem: (Reidemeister 1926) Two knot diagrams are of the same knot if and only if one can be obtained from the other through a series of Reidemeister moves. Crossing Number The minimum number of crossings required to represent a knot or link is called its crossing number. Knots arranged by crossing number: Knot Invariants A knot/link invariant is a property of a knot/link that is independent of representation. Trivial Examples: • Crossing number • Knot Representations / ~ where 2 representations are equivalent via Reidemester moves Tricolorability We say a knot is tricolorable if the strands in any projection can be colored with 3 colors such that every crossing has 1 or 3 colors and or the coloring uses more than one color. -
On L-Space Knots Obtained from Unknotting Arcs in Alternating Diagrams
New York Journal of Mathematics New York J. Math. 25 (2019) 518{540. On L-space knots obtained from unknotting arcs in alternating diagrams Andrew Donald, Duncan McCoy and Faramarz Vafaee Abstract. Let D be a diagram of an alternating knot with unknotting number one. The branched double cover of S3 branched over D is an L-space obtained by half integral surgery on a knot KD. We denote the set of all such knots KD by D. We characterize when KD 2 D is a torus knot, a satellite knot or a hyperbolic knot. In a different direction, we show that for a given n > 0, there are only finitely many L-space knots in D with genus less than n. Contents 1. Introduction 518 2. Almost alternating diagrams of the unknot 521 2.1. The corresponding operations in D 522 3. The geometry of knots in D 525 3.1. Torus knots in D 525 3.2. Constructing satellite knots in D 526 3.3. Substantial Conway spheres 534 References 538 1. Introduction A knot K ⊂ S3 is an L-space knot if it admits a positive Dehn surgery to an L-space.1 Examples include torus knots, and more broadly, Berge knots in S3 [Ber18]. In recent years, work by many researchers provided insight on the fiberedness [Ni07, Ghi08], positivity [Hed10], and various notions of simplicity of L-space knots [OS05b, Hed11, Krc18]. For more examples of L-space knots, see [Hom11, Hom16, HomLV14, Mot16, MotT14, Vaf15]. Received May 8, 2018. 2010 Mathematics Subject Classification. 57M25, 57M27.