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1[EuroPython 2018] Hayley Denbraver - Recursion, Fractals, And The Python Turtle Module

To understand recursion you must first understand recursion. Alternatively, you could come to a talk that will demonstrate the basics of recursion, using fractals drawn by the python turtle module! What are fractals? Fractals are psychedelic designs that appear basically the same regardless of scale. They also appear all over nature–consider how a tree trunk and branches is similar in structure to branches and twigs or how a wave is made of mini waves. Best of all, fractals can be constructed using recursive functions. What is the turtle module? It is part of the standard python library that can be used to draw amazing things and is commonly used as a tool for learning to code. Come for the recursion, stay for the amazing fractals, and leave knowing that no turtles were harmed in the making of this talk. This talk is suitable for all python enthusiasts. Those who love mathematics will love this talk. Advanced developers will learn more about a tool that can be used to teach people to code. There is something for everyone. Please see our speaker release agreement for details: https://ep2018.europython.eu/en/speaker-release-agreement/

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2Eo.S. + Phat Recursion Frustum 02 Ananda Flash Remix Zion G Seizure 5 Fractal B

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3Eo.S. + Phat Recursion Frustum 02 Ananda Flash Remix Zion

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4Beta106.S. + Phat Recursion Frustum 02 Ananda Flash Remix Zion D Seizure.milk

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6Weak Affine Light Typing Is Complete With Respect To Safe Recursion On Notation

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Weak affine light typing (WALT) assigns light affine linear formulae as types to a subset of lambda-terms of System F. WALT is poly-time sound: if a lambda-term M has type in WALT, M can be evaluated with a polynomial cost in the dimension of the derivation that gives it a type. The evaluation proceeds under any strategy of a rewriting relation which is a mix of both call-by-name and call-by-value beta-reductions. WALT weakens, namely generalizes, the notion of "stratification of deductions", common to some Light Systems -- those logical systems, derived from Linear logic, to characterize the set of Polynomial functions -- . A weaker stratification allows to define a compositional embedding of Safe recursion on notation (SRN) into WALT. It turns out that the expressivity of WALT is strictly stronger than the one of the known Light Systems. The embedding passes through the representation of a subsystem of SRN. It is obtained by restricting the composition scheme of SRN to one that can only use its safe variables linearly. On one side, this suggests that SRN, in fact, can be redefined in terms of more primitive constructs. On the other, the embedding of SRN into WALT enjoys the two following remarkable aspects. Every datatype, required by the embedding, is represented from scratch, showing the strong structural proof-theoretical roots of WALT. Moreover, the embedding highlights a stratification structure of the normal and safe arguments, normally hidden inside the world of SRN-normal/safe variables: the less an argument is "polyomially impredicative", the deeper, in a formal, proof-theoretical sense, it is represented inside WALT. Finally, since WALT is SRN-complete it is also polynomial-time complete since SRN is.

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7Syntax Evolution: Problems And Recursion

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Why did only we humans evolve Turing completeness? Turing completeness is the maximum computing power, and we are Turing complete because we can calculate whatever any Turing machine can compute. Thus we can learn any natural or artificial language, and it seems that no other species can, so we are the only Turing complete species. The evolutionary advantage of Turing completeness is full problem solving, and not syntactic proficiency, but the expression of problems requires a syntax because separate words are not enough, and only our ancestors evolved a protolanguage, and then a syntax, and finally Turing completeness. Besides these results, the introduction of Turing completeness and problem solving to explain the evolution of syntax should help us to fit the evolution of language within the evolution of cognition, giving us some new clues to understand the elusive relation between language and thinking.

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8An Algebraic Treatment Of Recursion

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I review the three principal methods to assign meaning to recursion in process algebra: the denotational, the operational and the algebraic approach, and I extend the latter to unguarded recursion.

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9Approximate Hamiltonian Symmetry Groups And Recursion Operators For Perturbed Evolution Equations

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In this paper, the method of approximate transformation groups which was proposed by Baikov, Gazizov and Ibragimov, is extended on Hamiltonian and bi-Hamiltonian systems of evolution equations. Indeed, as a main consequence, this extended procedure is applied in order to compute the approximate conservation laws and approximate recursion operators corresponding to these types of equations. In particular, as an application, a comprehensive analysis of the problem of approximate conservation laws and approximate recursion operators associated to the Gardner equation with the small parameters is presented.

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10A Recursion Formula For Moments Of Derivatives Of Random Matrix Polynomials

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We give asymptotic formulae for random matrix averages of derivatives of characteristic polynomials over the groups USp(2N), SO(2N) and O^-(2N). These averages are used to predict the asymptotic formulae for moments of derivatives of L-functions which arise in number theory. Each formula gives the leading constant of the asymptotic in terms of determinants of hypergeometric functions. We find a differential recurrence relation between these determinants which allows the rapid computation of the (k+1)-st constant in terms of the k-th and (k-1)-st. This recurrence is reminiscent of a Toda lattice equation arising in the theory of \tau-functions associated with Painlev\'e differential equations.

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11A Strange Recursion Operator Demystified

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We show that a new integrable two-component system of KdV type studied by Karasu (Kalkanli) et al. (arXiv: nlin.SI/0203036) is bihamiltonian, and its recursion operator, which has a highly unusual structure of nonlocal terms, can be written as a ratio of two compatible Hamiltonian operators. Using this, we prove that the system in question possesses an infinite hierarchy of local commuting generalized symmetries and conserved quantities in involution, and the evolution systems corresponding to these symmetries are bihamiltonian as well. We also show that upon introduction of suitable nonlocal variables the nonlocal terms of the recursion operator under study can be written in the usual form, with the integration operator $D^{-1}$ appearing in each term at most once.

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12Why Nonlocal Recursion Operators Produce Local Symmetries: New Results And Applications

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It is well known that integrable hierarchies in (1+1) dimensions are local while the recursion operators that generate them usually contain nonlocal terms. We resolve this apparent discrepancy by providing simple and universal sufficient conditions for a (nonlocal) recursion operator in (1+1) dimensions to generate a hierarchy of local symmetries. These conditions are satisfied by virtually all known today recursion operators and are much easier to verify than those found in earlier work. We also give explicit formulas for the nonlocal parts of higher recursion operators, Poisson and symplectic structures of integrable systems in (1+1) dimensions. Using these two results we prove, under some natural assumptions, the Maltsev--Novikov conjecture stating that higher Hamiltonian, symplectic and recursion operators of integrable systems in (1+1) dimensions are weakly nonlocal, i.e., the coefficients of these operators are local and these operators contain at most one integration operator in each term.

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13On Recursion Operators For Elliptic Models

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New quasilocal recursion and Hamiltonian operators for the Krichever-Novikov and the Landau-Lifshitz equations are found. It is shown that the associative algebra of quasilocal recursion operators for these models is generated by a couple of operators related by an elliptic curve equation. A theoretical explanation of this fact for the Landau-Lifshitz equation is given in terms of multiplicators of the corresponding Lax structure.

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14A Genus-3 Topological Recursion Relation

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In this paper, we give a new genus-3 topological recursion relation for Gromov-Witten invariants of compact symplectic manifolds. This formula also applies to intersection numbers on moduli spaces of spin curves. A by-product of the proof of this formula is a new relation in the tautological ring of the moduli space of 1-pointed genus-3 stable curves.

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15Recursion In Multiplet Bases For Tree-level MHV Gluon Amplitudes

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We investigate the construction of tree-level MHV gluon amplitudes in multiplet bases using BCFW recursion. The multiplet basis decomposition can either be obtained by decomposing results derived in (for example) the DDM basis or by formulating the recursion directly in the multiplet basis. We focus on the latter approach and show how to efficiently deal with the color structure appearing in the recursion. For illustration, we also explicitly calculate the four-, five- and six-gluon amplitudes.

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16New Formulas Counting One-face Maps And Chapuy's Recursion

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In this paper, we begin with the Lehman-Walsh formula counting one-face maps and construct two involutions on pairs of permutations to obtain a new formula for the number $A(n,g)$ of one-face maps of genus $g$. Our new formula is in the form of a convolution of the Stirling numbers of the first kind which immediately implies a formula for the generating function $A_n(x)=\sum_{g\geq 0}A(n,g)x^{n+1-2g}$ other than the well-known Harer-Zagier formula. By reformulating our expression for $A_n(x)$ in terms of the backward shift operator $E: f(x)\rightarrow f(x-1)$ and proving a property satisfied by polynomials of the form $p(E)f(x)$, we easily establish the recursion obtained by Chapuy for $A(n,g)$. Moreover, we give a simple combinatorial interpretation for the Harer-Zagier recurrence.

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17The Guarded Lambda-Calculus: Programming And Reasoning With Guarded Recursion For Coinductive Types

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We present the guarded lambda-calculus, an extension of the simply typed lambda-calculus with guarded recursive and coinductive types. The use of guarded recursive types ensures the productivity of well-typed programs. Guarded recursive types may be transformed into coinductive types by a type-former inspired by modal logic and Atkey-McBride clock quantification, allowing the typing of acausal functions. We give a call-by-name operational semantics for the calculus, and define adequate denotational semantics in the topos of trees. The adequacy proof entails that the evaluation of a program always terminates. We introduce a program logic with L\"ob induction for reasoning about the contextual equivalence of programs. We demonstrate the expressiveness of the calculus by showing the definability of solutions to Rutten's behavioural differential equations.

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18A Recursion Formula For The Correlation Functions Of An Inhomogeneous XXX Model

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A new recursion formula is presented for the correlation functions of the integrable spin 1/2 XXX chain with inhomogeneity. It relates the correlators involving n consecutive lattice sites to those with n-1 and n-2 sites. In a series of papers by V. Korepin and two of the present authors, it was discovered that the correlators have a certain specific structure as functions of the inhomogeneity parameters. Our formula allows for a direct proof of this structure, as well as an exact description of the rational functions which has been left undetermined in the previous works.

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19DTIC ADA193273: Recursion Operators And Bi-Hamiltonian Structures In Multidimensions II,

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The authors analyze further the algebraic properties of bi-Hamiltonian systems in two spatial and one temporal dimensions. By utilizing the Lie algebra of certain basic (starting) symmetry operators we show that these equations possess infinitely many time dependent symmetries and constants of motion. The master symmetries for these equations are simply derived within our formalism. Furthermore, certain new functions T sub 12 are introduced, which algorithmically imply recursion operators phi 12. Finally the theory presented here an in a previous paper is both motivated and verified by regarding multidimensional equations as certain singular limits of equations in one spatial dimension.

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20DTIC ADA163628: Maximum Likelihood Recursion And Stochastic Approximation In Sequential Designs.

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When the saving of sample size is an important consideration, sequential design of experiments is often used. By efficiently utilizing the information in the past experiments, it determines how the next experiment should be conducted. Statistical theory for sequential designs has been developed for normal and binomial variations. For the problem of determining the solution of an unknown nonlinear equation, we have developed a class of sequential design procedures that can handle very general variations described by the generalized linear models. In special cases it includes a new adaptive version of the Robbins-Monro stochastic approximation and a maximum likelihood recursion scheme for quantal responses. Its relation to the stochastic approximation and the role the link function plays are studied. Theoretical issues such as consistency, robustness, asymptotic normality and second-order properties are discussed.

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21A Common Recursion For Laplacians Of Matroids And Shifted Simplicial Complexes

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A recursion due to Kook expresses the Laplacian eigenvalues of a matroid M in terms of the eigenvalues of its deletion M-e and contraction M/e by a fixed element e, and an error term. We show that this error term is given simply by the Laplacian eigenvalues of the pair (M-e, M/e). We further show that by suitably generalizing deletion and contraction to arbitrary simplicial complexes, the Laplacian eigenvalues of shifted simplicial complexes satisfy this exact same recursion. We show that the class of simplicial complexes satisfying this recursion is closed under a wide variety of natural operations, and that several specializations of this recursion reduce to basic recursions for natural invariants. We also find a simple formula for the Laplacian eigenvalues of an arbitrary pair of shifted complexes in terms of a kind of generalized degree sequence.

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22Infinitely Many Local Higher Symmetries Without Recursion Operator Or Master Symmetry: Integrability Of The Foursov--Burgers System Revisited

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We consider the Burgers-type system studied by Foursov, w_t &=& w_{xx} + 8 w w_x + (2-4\alpha)z z_x, z_t &=& (1-2\alpha)z_{xx} - 4\alpha z w_x + (4-8\alpha)w z_x - (4+8\alpha)w^2 z + (-2+4\alpha)z^3, (*) for which no recursion operator or master symmetry was known so far, and prove that the system (*) admits infinitely many local generalized symmetries that are constructed using a nonlocal {\em two-term} recursion relation rather than from a recursion operator.

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23A Direct Proof Of BCFW Recursion For Twistor-Strings

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This paper gives a direct proof that the leading trace part of the genus zero twistor-string path integral obeys the BCFW recursion relation. This is the first complete proof that the twistor-string correctly computes all tree amplitudes in maximally supersymmetric Yang-Mills theory. The recursion has a beautiful geometric interpretation in twistor space that closely reflects the structure of BCFW recursion in momentum space, both on the one hand as a relation purely among tree amplitudes with shifted external momenta, and on the other as a relation between tree amplitudes and leading singularities of higher loop amplitudes. The proof works purely at the level of the string path integral and is intimately related to the recursive structure of boundary divisors in the moduli space of stable maps to CP^3.

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24On The Tensionless Limit Of String Theory, Off - Shell Higher Spin Interaction Vertices And BCFW Recursion Relations

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We construct an off-shell extension of cubic interaction vertices between massless bosonic Higher Spin fields on a flat background which can be obtained from perturbative bosonic string theory. We demonstrate how to construct higher quartic interaction vertices using a simple particular example. We examine whether BCFW recursion relations for interacting Higher Spin theories are applicable. We argue that for several interesting examples such relations should exist, but consistency of the theories might require that we supplement Higher Spin field theories with extended and possibly non-local objects.

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25Topological Recursion For Symplectic Volumes Of Moduli Spaces Of Curves

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We construct locally defined symplectic torus actions on ribbon graph complexes. Symplectic reduction techniques allow for a recursive formula for the symplectic volumes of these spaces. Taking the Laplace transform results in the Eynard-Orantin recursion formulas for the Airy curve x = y^2 / 2.

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26The Kontsevich Constants For The Volume Of The Moduli Of Curves And Topological Recursion

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We give an Eynard-Orantin type topological recursion formula for the canonical Euclidean volume of the combinatorial moduli space of pointed smooth algebraic curves. The recursion comes from the edge removal operation on the space of ribbon graphs. As an application we obtain a new proof of the Kontsevich constants for the ratio of the Euclidean and the symplectic volumes of the moduli space of curves.

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27Ramified Structural Recursion And Corecursion

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We investigate feasible computation over a fairly general notion of data and codata. Specifically, we present a direct Bellantoni-Cook-style normal/safe typed programming formalism, RS1, that expresses feasible structural recursions and corecursions over data and codata specified by polynomial functors. (Lists, streams, finite trees, infinite trees, etc. are all directly definable.) A novel aspect of RS1 is that it embraces structure-sharing as in standard functional-programming implementations. As our data representations use sharing, our implementation of structural recursions are memoized to avoid the possibly exponentially-many repeated subcomputations a naive implementation might perform. We introduce notions of size for representations of data (accounting for sharing) and codata (using ideas from type-2 computational complexity) and establish that type-level 1 RS1-functions have polynomial-bounded runtimes and satisfy a polynomial-time completeness condition. Also, restricting RS1 terms to particular types produces characterizations of some standard complexity classes (e.g., omega-regular languages, linear-space functions) and some less-standard classes (e.g., log-space streams).

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28Recursion Operators For Dispersionless Integrable Systems In Any Dimension

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We present a new approach to construction of recursion operators for multidimensional integrable systems which have a Lax-type representation in terms of a pair of commuting vector fields. It is illustrated by the examples of the Manakov--Santini system which is a hyperbolic system in N dependent and N + 4 independent variables, where N is an arbitrary natural number, the six-dimensional generalization of the first heavenly equation, the modified heavenly equation, and the dispersionless Hirota equation.

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29A Recursion Operator For The Universal Hierarchy Equation Via Cartan's Method Of Equivalence

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We apply Cartan's method of equivalence to find a B\"acklund autotransformation for the tangent covering of the universal hierarchy equation. The transformation provides a recursion operator for symmetries of this equation.

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30Comparing Efficient Computation Methods For Massless QCD Tree Amplitudes: Closed Analytic Formulae Versus Berends-Giele Recursion

We apply Cartan's method of equivalence to find a B\"acklund autotransformation for the tangent covering of the universal hierarchy equation. The transformation provides a recursion operator for symmetries of this equation.

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31Topological Recursion Relations On $\bar{\cal M}_{3,2}$

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In this paper, we give some new genus-3 universal equations for Gromov-Witten invariants of compact symplectic manifolds. These equations were obtained by studying new relations in the tautological ring of the moduli space of 2-pointed genus-3 stable curves. A byproduct of our search for genus-3 equations is a new genus-2 universal equation for Gromov-Witten invariants.

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32Active Tile Self-assembly, Self-similar Structures And Recursion

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We present an active tile assembly model which extends Winfree's abstract tile assembly model to tiles that are capable of transmitting and receiving binding site activation signals. In addition, we introduce a mathematical framework to address self-similarity and recursion within the model. The model is applied to show a recursive assembly of an archetypal self-similar aperiodic tiling known as the L-shape tiling.

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37Recursion Error - Episode 3 - Sonic The Hustler (Sonic The Hedgehog)

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 To understand certain things in this fanfic, you'll need to read the Archie Sonic comics.  This is still my favorite Sonic fanfiction.

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38Recursion Via Pascal

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 To understand certain things in this fanfic, you'll need to read the Archie Sonic comics.  This is still my favorite Sonic fanfiction.

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39Recursion For Twisted Descendants And Characteristic Numbers Of Rational Curves

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On a space of stable maps, the psi classes are modified by subtracting certain boundary divisors. The top products of modified psi classes, usual psi classes, and classes pulled back along the evaluation maps are called twisted descendants; it is shown that in genus 0, they admit a complete recursion and are determined by the Gromov-Witten invariants. One motivation for this construction is that all characteristic numbers (of rational curves) can be interpreted as twisted descendants; this is explained in the second part, using pointed tangency classes. As an example, some of Schubert's numbers of twisted cubics are verified.

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40A Strange Recursion Operator For A New Integrable System Of Coupled Korteweg - De Vries Equations

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A recursion operator is constructed for a new integrable system of coupled Korteweg - de Vries equations by the method of gauge-invariant description of zero-curvature representations. This second-order recursion operator is characterized by unusual structure of its nonlocal part.

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41Spector Bar Recursion Over Finite Partial Functions

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We introduce a new, demand-driven variant of Spector's bar recursion in the spirit of the Berardi-Bezem-Coquand functional. The recursion takes place over finite partial functions $u$, where the control parameter $\varphi$, used in Spector's bar recursion to terminate the computation at sequences $s$ satisfying $\varphi(\hat{s})

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42Painlev'e 2 Equation With Arbitrary Monodromy Parameter, Topological Recursion And Determinantal Formulas

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The goal of this article is to prove that the determinantal formulas of the Painlev'e 2 system identify with the correlation functions computed from the topological recursion on their spectral curve for an arbitrary non-zero monodromy parameter. The result is established for two different Lax pairs associated to the Painlev'e 2 system, namely the Jimbo-Miwa Lax pair and the Harnad-Tracy-Widom Lax pair, whose spectral curves are not connected by any symplectic transformation. We provide a new method to prove the topological type property without using the insertion operators. In the process, taking the time parameter t to infinity gives that the symplectic invariants F(g) computed from the Hermite-Weber curve and the Bessel curve are equal to respectively. This result generalizes similar results obtained from random matrix theory in the special case where {\theta} = 0. We believe that this approach should apply for all 6 Painlev'e equations with arbitrary monodromy parameters. Explicit computations up to g = 3 are provided along the paper as an illustration of the results.

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43New Topological Recursion Relations

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Simple boundary expressions for the k-th power of the cotangent line class on the moduli space of stable 1-pointed genus g curves are found for k >= 2g. The method is by virtual localization on the moduli space of maps to the projective line. As a consequence, nontrivial tautological classes in the kernel of the push-forward map associated to the irreducible boundary divisor of the moduli space of stable g+1 curves are constructed. The geometry of genus g+1 curves then provides universal equations in genus g Gromov-Witten theory. As an application, we prove all the Gromov-Witten identities conjectured recently by K. Liu and H. Xu.

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44Symbolic Computation Of Conservation Laws, Generalized Symmetries, And Recursion Operators For Nonlinear Differential-Difference Equations

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Algorithms for the symbolic computation of polynomial conservation laws, generalized symmetries, and recursion operators for systems of nonlinear differential-difference equations (DDEs) are presented. The algorithms can be used to test the complete integrability of nonlinear DDEs. The ubiquitous Toda lattice illustrates the steps of the algorithms, which have been implemented in {\em Mathematica}. The codes {\sc InvariantsSymmetries.m} and {\sc DDERecursionOperator.m} can aid researchers interested in properties of nonlinear DDEs.

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45Hole Motion In The Ising Antiferromagnet: An Application Of The Recursion Method

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We study hole motion in the Ising antiferromagnet using the recursion method. Using the retraceable path approximation we find the hole's Green's function as well as its wavefunction for arbitrary values of $t/J_z$. The effect of small transverse interaction also is taken into account. Our results provide some additional insight into the self-consistent Born approximation.

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46Eo.S. + Phat Recursion Frustum 02 Ananda Flash Remix Zion C

Eo.S. + Phat recursion frustum 02 Ananda Flash Remix zion C

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47Eo.S. + Phat Recursion Frustum 02 Ananda Flash Remix Zion G Seizure 5 Fractal D

Eo.S. + Phat recursion frustum 02 Ananda Flash Remix zion G seizure 5 fractal d

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48Logic, Sets, And Recursion

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Eo.S. + Phat recursion frustum 02 Ananda Flash Remix zion G seizure 5 fractal d

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49Biotech Special: ML At Recursion With Jordan Christensen And Imran Haque

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Recursion is at the leading edge of applying AI and ML to drug development. The company exemplifies a new wave of \"techbio\" companies, that tightly couple compute and robotics with biology and chemistry. The task of decoding biology requires vast amounts of biological data and innovative strategies to make use of that data. It also

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50Circular Recursion (5234401)

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An abstract math art design. Designed to print without supports - flat on on the print bed.

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