Skip to main content

Term Algebras, Canonical Representations and Difference Ring Theory for Symbolic Summation

  • Chapter
  • First Online:
Anti-Differentiation and the Calculation of Feynman Amplitudes

Part of the book series: Texts & Monographs in Symbolic Computation ((TEXTSMONOGR))

Abstract

A general overview of the existing difference ring theory for symbolic summation is given. Special emphasis is put on the user interface: the translation and back translation of the corresponding representations within the term algebra and the formal difference ring setting. In particular, canonical (unique) representations and their refinements in the introduced term algebra are explored by utilizing the available difference ring theory. Based on that, precise input-output specifications of the available tools of the summation package Sigma are provided.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    For a ring we denote by the set of units. If is a field, this means .

  2. 2.

    We also write p instead of f ⊙ p if f = 1; similarly we write f instead of f ⊙ p if p = 1.

  3. 3.

    The sum-product reduced form is not necessary, but simplifies the proof given on page 25.

  4. 4.

    In general, we might need a larger field or where the field is extended to .

  5. 5.

    Note that is a difference ring extension of .

  6. 6.

    If t is an A-monomial, we have \(\operatorname {ev}(t,n)=\alpha ^n\).

  7. 7.

    This step is not necessary for the proof, but avoids unneccesary copies of APS-monomials. When we refine this construction later, this step will be highly relevant.

  8. 8.

    Here we get or where is a field extension of ; if , one can restrict to the special case .

  9. 9.

    For an alternative algorithm we refer to [118, Section 6].

  10. 10.

    If the extension is basic, we only need the case k = 1.

  11. 11.

    Since W is depth-optimal, it follows in particular that d(G′) ≤d(G).

References

  1. J. Ablinger, Extensions of the AZ-algorithm and the package MultiIntegrate, in Anti-Differentiation and the Calculation of Feynman Amplitudes, ed. by J. Blümlein, C. Schneider, Texts and Monographs in Symbolic Computuation (Springer, Berlin, 2021). arXiv:2101.11385.

    Google Scholar 

  2. J. Ablinger, J. Blümlein, C. Schneider, Harmonic sums and polylogarithms generated by cyclotomic polynomials. J. Math. Phys. 52(10), 1–52 (2011). arXiv:1007.0375

    Google Scholar 

  3. J. Ablinger, A. Behring, J. Blümlein, A. De Freitas, A. von Manteuffel, C. Schneider, The 3-loop pure singlet heavy flavor contributions to the structure function F 2(x, Q 2) and the anomalous dimension. Nucl. Phys. B 890, 48–151 (2014). arXiv:1409.1135

    Google Scholar 

  4. J. Ablinger, J. Blümlein, C.G. Raab, C. Schneider, Iterated binomial sums and their associated iterated integrals. J. Math. Phys. 55(112301), 1–57 (2014). arXiv:1407.1822

    Google Scholar 

  5. J. Ablinger, J. Blümlein, A. De Freitas, A. Hasselhuhn, A. von Manteuffel, M. Round, C. Schneider, F. Wissbrock, The transition matrix element A gq(N) of the variable flavor number scheme at \(O(\alpha _s^3)\). Nucl. Phys. B 882, 263–288 (2014). arXiv:1402.0359

    Google Scholar 

  6. J. Ablinger, A. Behring, J. Blümlein, A. De Freitas, A. Hasselhuhn, A. von Manteuffel, M. Round, C. Schneider, F. Wißbrock, Heavy flavour corrections to polarised and unpolarised deep-inelastic scattering at 3-loop order, in Proceedings of QCD Evolution 2016, vol. PoS(QCDEV2016)052 (2016), pp. 1–16. arXiv:1611.01104

    Google Scholar 

  7. J. Ablinger, A. Behring, J. Blümlein, A. De Freitas, C. Schneider, Algorithms to solve coupled systems of differential equations in terms of power series, in Proceedings of Loops and Legs in Quantum Field Theory - LL 2016, ed. by J. Blümlein, P. Marquard, T. Riemann, vol. PoS(LL2016)005 (2016), pp. 1–15. arXiv:1608.05376

    Google Scholar 

  8. J. Ablinger, A. Behring, J. Blümlein, A. De Freitas, A. von Manteuffel, C. Schneider, Calculating three loop ladder and V-topologies for massive operator matrix elements by computer algebra. Comput. Phys. Commun. 202, 33–112 (2016). arXiv:1509.08324

    Google Scholar 

  9. J. Ablinger, J. Blümlein, A. De Freitas, C. Schneider, A toolbox to solve coupled systems of differential and difference equations, in Proceedings of the 13th International Symposium on Radiative Corrections (Applications of Quantum Field Theory to Phenomenology), vol. PoS(RADCOR2015)060 (2016), pp. 1–13. arXiv:1601.01856

    Google Scholar 

  10. J. Ablinger, A. Behring, J. Blümlein, A. De Freitas, A. von Manteuffel, C. Schneider, The three-loop splitting functions \(P_{qg}^{(2)}\) and \(P_{gg}^{(2, N_F)}\). Nucl. Phys. B 922, 1–40 (2017). arxiv:1705.01508

    Google Scholar 

  11. J. Ablinger, J. Blümlein, A.De Freitas, M. van Hoeij, E. Imamoglu, C. Raab, C.-S. Radu, C. Schneider, Iterated elliptic and hypergeometric integrals for Feynman diagrams. J. Math. Phys. 59(062305), 1–55 (2018). arXiv:1706.01299

    Google Scholar 

  12. J. Ablinger, J. Blümlein, P. Marquard, N. Rana, C. Schneider, Heavy quark form factors at three loops in the planar limit. Phys. Lett. B 782, 528–532 (2018). arXiv:1804.07313

    Google Scholar 

  13. J. Ablinger, J. Blümlein, A. De Freitas, A. Goedicke, C. Schneider, K. Schönwald, The two-mass contribution to the three-loop gluonic operator matrix element \(A_{gg,Q}^{(3)}\). Nucl. Phys. B 932, 129–240 (2018). arXiv:1804.02226

    Google Scholar 

  14. J. Ablinger, J. Blümlein, A. De Freitas, M. Saragnese, C. Schneider, K. Schönwald, The three-loop polarized pure singlet operator matrix element with two different masses. Nucl. Phys. B 952(114916), 1–18 (2020). arXiv:1911.11630

    Google Scholar 

  15. J. Ablinger, J. Blümlein, C. Schneider, Analytic and algorithmic aspects of generalized harmonic sums and polylogarithms. J. Math. Phys. 54(8), 1–74 (2013). arXiv:1302.0378

    Google Scholar 

  16. J. Ablinger, C. Schneider, Algebraic independence of sequences generated by (cyclotomic) harmonic sums. Ann. Combin. 22(2), 213–244 (2018). arXiv:1510.03692

    Google Scholar 

  17. J. Ablinger, C. Schneider, Solving linear difference equations with coefficients in rings with idempotent representations, in Proceedings of the 2021 International Symposium on Symbolic and Algebraic Computation (Proc. ISSAC 21), ed. by M. Mezzarobba (2021), pp. 27–34. arXiv:2102.03307.

    Google Scholar 

  18. S.A. Abramov, On the summation of rational functions. Zh. vychisl. mat. Fiz. 11, 1071–1074 (1971)

    MathSciNet  MATH  Google Scholar 

  19. S.A. Abramov, The rational component of the solution of a first-order linear recurrence relation with a rational right-hand side. U.S.S.R. Comput. Maths. Math. Phys. 15, 216–221 (1975). Transl. from Zh. vychisl. mat. mat. fiz. 15, pp. 1035–1039 (1975)

    Google Scholar 

  20. S.A. Abramov, Rational solutions of linear differential and difference equations with polynomial coefficients. U.S.S.R. Comput. Math. Math. Phys. 29(6), 7–12 (1989)

    Google Scholar 

  21. S.A. Abramov, M. Bronstein, Hypergeometric dispersion and the orbit problem, in Proceedings of ISSAC’00, ed. by C. Traverso (ACM Press, New York, 2000)

    Google Scholar 

  22. S.A. Abramov, M. Petkovšek, D’Alembertian solutions of linear differential and difference equations, in Proceedings of ISSAC’94, ed. by J. von zur Gathen (ACM Press, New York, 1994), pp. 169–174

    Google Scholar 

  23. S.A. Abramov, M. Petkovšek, Polynomial ring automorphisms, rational (w, σ)-canonical forms, and the assignment problem. J. Symb. Comput. 45(6), 684–708 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  24. S.A. Abramov, E.V. Zima, D’Alembertian solutions of inhomogeneous linear equations (differential, difference, and some other), in Proceedings of ISSAC’96 (ACM Press, New York, 1996), pp. 232–240

    MATH  Google Scholar 

  25. S.A. Abramov, P. Paule, M. Petkovšek, q-Hypergeometric solutions of q-difference equations. Discrete Math. 180(1–3), 3–22 (1998)

    Google Scholar 

  26. S.A. Abramov, M. Bronstein, M. Petkovšek, C. Schneider, On rational and hypergeometric solutions of linear ordinary difference equations in Π Σ-field extensions. J. Symb. Comput. 107, 23–66 (2021). arXiv:2005.04944 [cs.SC]

    Google Scholar 

  27. L. Adams, C. Bogner, A. Schweitzer, S. Weinzierl, The kite integral to all orders in terms of elliptic polylogarithms. J. Math. Phys. 57(12), 122302 (2016)

    Google Scholar 

  28. G.E. Andrews, P. Paule, C. Schneider, Plane partitions VI: Stembridge’s TSPP theorem. Adv. Appl. Math. 34(4), 709–739 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  29. M. Apagodu, D. Zeilberger, Multi-variable Zeilberger and Almkvist-Zeilberger algorithms and the sharpening of Wilf-Zeilberger theory. Adv. Appl. Math. 37, 139–152 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  30. M. Barkatou, On rational solutions of systems for linear differential equations. J. Symb. Comput. 28, 547–567 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  31. A. Bauer, M. Petkovšek, Multibasic and mixed hypergeometric Gosper-type algorithms. J. Symb. Comput. 28(4–5), 711–736 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  32. A. Behring, J. Blümlein, A. De Freitas, A. Hasselhuhn, A. von Manteuffel, C. Schneider, The \(O(\alpha _s^3)\) heavy flavor contributions to the charged current structure function xF 3(x, Q 2) at large momentum transfer. Phys. Rev. D 92(114005), 1–19 (2015). arXiv:1508.01449

    Google Scholar 

  33. A. Behring, J. Blümlein, A. De Freitas, A. von Manteuffel, C. Schneider, The 3-loop non-singlet heavy flavor contributions to the structure function g 1(x, Q 2) at large momentum transfer. Nucl. Phys. B 897, 612–644 (2015). arXiv:1504.08217

    Google Scholar 

  34. A. Behring, J. Blümlein, G. Falcioni, A. De Freitas, A. von Manteuffel, C. Schneider, The asymptotic 3-loop heavy flavor corrections to the charged current structure functions \(F_L^{W^+-W^-}(x,Q^2)\) and \(F_2^{W^+-W^-}(x,Q^2)\).Phys. Rev. D 94(11), 1–19 (2016). arXiv:1609.06255

    Google Scholar 

  35. A. Behring, J. Blümlein, A. De Freitas, A. Goedicke, S. Klein, A. von Manteuffel, C. Schneider, K. Schönwald, The polarized three-loop anomalous dimensions from on-shell massive operator matrix elements. Nucl. Phys. B 948(114753), 1–41 (2019). arXiv:1908.03779

    Google Scholar 

  36. J. Blümlein, Algebraic relations between harmonic sums and associated quantities. Comput. Phys. Commun. 159(1), 19–54 (2004). arXiv:hep-ph/0311046

    Google Scholar 

  37. J. Blümlein, S. Kurth, Harmonic sums and Mellin transforms up to two-loop order. Phys. Rev. D60, 014018 (1999)

    Google Scholar 

  38. J. Blümlein, C. Schneider, The method of arbitrarily large moments to calculate single scale processes in quantum field theory. Phys. Lett. B 771, 31–36 (2017). arXiv:1701.04614

    Google Scholar 

  39. J. Blümlein, C. Schneider, Analytic computing methods for precision calculations in quantum field theory. Int. J. Mod. Phys. A 33(1830015), 1–35 (2018). arXiv:1809.02889

    Google Scholar 

  40. J. Blümlein, A. Hasselhuhn, C. Schneider, Evaluation of multi-sums for large scale problems, in Proceedings of RADCOR 2011, vol. PoS(RADCOR2011)32 (2012), pp. 1–9. arXiv:1202.4303

    Google Scholar 

  41. J. Blümlein, M. Kauers, S. Klein, C. Schneider, Determining the closed forms of the \(O(a_s^3)\) anomalous dimensions and Wilson coefficients from Mellin moments by means of computer algebra. Comput. Phys. Commun. 180, 2143–2165 (2009). arXiv:0902.4091

    Google Scholar 

  42. J. Blümlein, S. Klein, C. Schneider, F. Stan, A symbolic summation approach to Feynman integral calculus. J. Symb. Comput. 47, 1267–1289 (2012). arXiv:1011.2656

    Google Scholar 

  43. J. Blümlein, M. Round, C. Schneider, Refined holonomic summation algorithms in particle physics, in Advances in Computer Algebra. WWCA 2016., ed. by E. Zima, C. Schneider. Springer Proceedings in Mathematics & Statistics, vol. 226 (Springer, Berlin, 2018), pp. 51–91. arXiv:1706.03677

    Google Scholar 

  44. J. Blümlein, P. Marquard, N. Rana, C. Schneider, The heavy fermion contributions to the massive three loop form factors. Nucl. Phys. B 949(114751), 1–97 (2019). arXiv:1908.00357

    Google Scholar 

  45. J. Blümlein, P. Paule, C. Schneider (Eds.), Elliptic Integrals, Elliptic Functions and Modular Forms in Quantum Field Theory. Texts & Monographs in Symbolic Computation (Springer, Berlin, 2019)

    Google Scholar 

  46. J. Blümlein, P. Marquard, C. Schneider, A refined machinery to calculate large moments from coupled systems of linear differential equations, in 14th International Symposium on Radiative Corrections (RADCOR2019), ed. by D. Kosower, M. Cacciari, POS(RADCOR2019)078 (2020), pp. 1–13. arXiv:1912.04390

    Google Scholar 

  47. J. Broedel, C. Duhr, F. Dulat, L. Tancredi, Elliptic polylogarithms and iterated integrals on elliptic curves. II. An application to the sunrise integral. Phys. Rev. D97, 116009 (2018)

    Google Scholar 

  48. M. Bronstein, Symbolic Integration I, Transcendental Functions (Springer, Berlin, 1997)

    MATH  Google Scholar 

  49. M. Bronstein, On solutions of linear ordinary difference equations in their coefficient field. J. Symb. Comput. 29(6), 841–877 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  50. B. Buchberger, R. Loos, Algebraic simplification, in Computer Algebra (Springer, Vienna, 1983), pp. 11–43

    Google Scholar 

  51. S. Chen, R. Feng, G. Fu, Z. Li, On the structure of compatible rational functions, in Proceedings of ISSAC 2011 (2011), pp. 91–98

    Google Scholar 

  52. W.Y.C. Chen, Q.-H. Hou, H.-T. Jin, The Abel-Zeilberger algorithm. Electron. J. Combin. 18(2), Paper 17 (2011)

    Google Scholar 

  53. S. Chen, M. Jaroschek, M. Kauers, M.F. Singer, Desingularization explains order-degree curves for ore operators, in Proceedingsd of ISSAC’13, ed. by M. Kauers (2013), pp. 157–164

    Google Scholar 

  54. K.G. Chetyrkin, F.V. Tkachov, Integration by parts: the algorithm to calculate beta functions in 4 loops. Nucl. Phys. B 192, 159–204 (1981)

    Article  Google Scholar 

  55. F. Chyzak, An extension of Zeilberger’s fast algorithm to general holonomic functions. Discrete Math. 217, 115–134 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  56. F. Chyzak, M. Kauers, B. Salvy, A non-holonomic systems approach to special function identities, in Proceedings of ISSAC’09, ed. by J. May (2009), pp. 111–118

    Google Scholar 

  57. R.M. Cohn, Difference Algebra (Wiley, Hoboken, 1965)

    MATH  Google Scholar 

  58. A.I. Davydychev, M.Yu. Kalmykov, Massive Feynman diagrams and inverse binomial sums. Nucl. Phys. B 699, 3–64 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  59. G. Ge, Algorithms related to the multiplicative representation of algebraic numbers. Ph.D. Thesis, Univeristy of California at Berkeley (1993)

    Google Scholar 

  60. S. Gerhold, Uncoupling systems of linear ore operator equations. Master’s Thesis, RISC, J. Kepler University Linz (2002)

    Google Scholar 

  61. R.W. Gosper, Decision procedures for indefinite hypergeometric summation. Proc. Nat. Acad. Sci. U.S.A. 75, 40–42 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  62. C. Hardouin, M.F. Singer, Differential Galois theory of linear difference equations. Math. Ann. 342(2), 333–377 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  63. P.A. Hendriks, M.F. Singer, Solving difference equations in finite terms. J. Symb. Comput. 27(3), 239–259 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  64. J.M. Henn, Multiloop integrals in dimensional regularization made simple. Phys. Rev. Lett. 110, 251601 (2013)

    Article  Google Scholar 

  65. M. Karr, Summation in finite terms. J. ACM 28, 305–350 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  66. M. Karr, Theory of summation in finite terms. J. Symb. Comput. 1, 303–315 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  67. M. Kauers, Summation algorithms for stirling number identities. J. Symb. Comput. 42(10), 948–970 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  68. M. Kauers, C. Schneider, Application of unspecified sequences in symbolic summation, in Proceedings of ISSAC’06., ed. by J. Dumas (ACM Press, New York, 2006), pp. 177–183

    MATH  Google Scholar 

  69. M. Kauers, C. Schneider, Indefinite summation with unspecified summands. Discrete Math. 306(17), 2021–2140 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  70. M. Kauers, C. Schneider, Symbolic summation with radical expressions, in Proceedings of ISSAC’07, ed. by C. Brown (2007), pp. 219–226

    Google Scholar 

  71. M. Kauers, C. Schneider, Automated proofs for some stirling number identities. Electron. J. Combin. 15(1), 1–7 (2008). R2

    Google Scholar 

  72. M. Kauers, B. Zimmermann, Computing the algebraic relations of c-finite sequences and multisequences. J. Symb. Comput. 43(11), 787–803 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  73. M. Kauers, M. Jaroschek, F. Johansson, Ore polynomials in Sage, in Computer Algebra and Polynomials, ed. by J. Gutierrez, J. Schicho, M. Weimann. Lecture Notes in Computer Science (2014), pp. 105–125

    Google Scholar 

  74. C. Koutschan, Creative telescoping for holonomic functions, in Computer Algebra in Quantum Field Theory: Integration, Summation and Special Functions, ed. by C. Schneider, J. Blümlein. Texts and Monographs in Symbolic Computation (Springer, Berlin, 2013), pp. 171–194. arXiv:1307.4554

    Google Scholar 

  75. C. Krattenthaler, C. Schneider, Evaluation of binomial double sums involving absolute values, in Algorithmic Combinatorics: Enumerative Combinatorics, Special Functions and Computer Algebra, in Honour of Peter Paule on his 60th Birthday, ed. by V. Pillwein, C. Schneider. Texts and Monographs in Symbolic Computuation (Springer, Berlin, 2020), pp. 249–295. arXiv:1607.05314

    Google Scholar 

  76. S. Laporta, High precision calculation of multiloop Feynman integrals by difference equations. Int. J. Mod. Phys. A15, 5087–5159 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  77. S.A. Larin, F. Tkachov, J.A.M. Vermaseren, The FORM version of Mincer. Technical Report NIKHEF-H-91-18, NIKHEF, Netherlands (1991)

    Google Scholar 

  78. R.N. Lee, Reducing differential equations for multiloop master integrals. JHEP 04, 108 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  79. J. Liouville, Mémoire sur l’intégration d’une classe de fonctions transcendantes. J. Reine Angew. Math. 13, 93–118 (1835)

    MathSciNet  Google Scholar 

  80. J. Middeke, C. Schneider, Denominator bounds for systems of recurrence equations using Π Σ-extensions, in Advances in Computer Algebra: In Honour of Sergei Abramov’s 70th Birthday, ed. by C. Schneider, E. Zima. Springer Proceedings in Mathematics & Statistics, vol. 226 (Springer, Berlin, 2018), pp. 149–173. arXiv:1705.00280.

    Google Scholar 

  81. S.O. Moch, P. Uwer, S. Weinzierl, Nested sums, expansion of transcendental functions, and multiscale multiloop integrals. J. Math. Phys. 6, 3363–3386 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  82. I. Nemes, P. Paule, A canonical form guide to symbolic summation, in Advances in the Design of Symbolic Computation Systems, ed. by A. Miola, M. Temperini. Texts & Monographs in Symbolic Computation (Springer, Wien-New York, 1997), pp. 84–110

    Google Scholar 

  83. E.D. Ocansey, C. Schneider, Representing (q-)hypergeometric products and mixed versions in difference rings, in Advances in Computer Algebra. WWCA 2016., C. Schneider, E. Zima. Springer Proceedings in Mathematics & Statistics, vol. 226 (Springer, Berlin, 2018), pp. 175–213. arXiv:1705.01368

    Google Scholar 

  84. E.D. Ocansey, C. Schneider, Representation of hypergeometric products of higher nesting depths in difference rings. RISC Report Series 20-19, Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Schloss Hagenberg, 4232 Hagenberg, Austria (2020). arXiv:2011.08775

    Google Scholar 

  85. P. Paule, Greatest factorial factorization and symbolic summation. J. Symb. Comput. 20(3), 235–268 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  86. P. Paule, Contiguous relations and creative telescoping, in Anti-Differentiation and the Calculation of Feynman Amplitudes, ed. by J. Blümlein, C. Schneider. Texts and Monographs in Symbolic Computuation (Springer, Berlin, 2021)

    Google Scholar 

  87. P. Paule, A. Riese, A Mathematica q-analogue of Zeilberger’s algorithm based on an algebraically motivated approach to q-hypergeometric telescoping, in Special Functions, q-Series and Related Topics, ed. by M. Ismail, M. Rahman, vol. 14 (AMS, Providence, 1997), pp. 179–210

    Google Scholar 

  88. P. Paule, C. Schneider, Computer proofs of a new family of harmonic number identities. Adv. Appl. Math. 31(2), 359–378 (2003). Preliminary version online

    Google Scholar 

  89. P. Paule, C. Schneider, Towards a symbolic summation theory for unspecified sequences, in Elliptic Integrals, Elliptic Functions and Modular Forms in Quantum Field Theory, ed. by J. Blümlein, P. Paule, C. Schneider. Texts and Monographs in Symbolic Computation (Springer, Berlin, 2019), pp. 351–390. arXiv:1809.06578

    Google Scholar 

  90. P. Paule, M. Schorn, A Mathematica version of Zeilberger’s algorithm for proving binomial coefficient identities. J. Symb. Comput. 20(5–6), 673–698 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  91. M. Petkovšek, Hypergeometric solutions of linear recurrences with polynomial coefficients. J. Symb. Comput. 14(2–3), 243–264 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  92. M. Petkovšek, Definite sums as solutions of linear recurrences with polynomial coefficients (2018). arXiv:1804.02964 [cs.SC]

    Google Scholar 

  93. M. Petkovšek, H.S. Wilf, D. Zeilberger, A = B (A. K. Peters, Wellesley, 1996)

    Google Scholar 

  94. M. Petkovšek, H. Zakrajšek, Solving linear recurrence equations with polynomial coefficients, in Computer Algebra in Quantum Field Theory: Integration, Summation and Special Functions, ed. by C. Schneider, J. Blümlein. Texts and Monographs in Symbolic Computation (Springer, Berlin, 2013), pp. 259–284

    Google Scholar 

  95. R. Risch, The problem of integration in finite terms. Trans. Am. Math. Soc. 139, 167–189 (1969)

    Article  MathSciNet  MATH  Google Scholar 

  96. M. Rosenlicht, Liouville’s theorem on functions with elementary integrals. Pac. J. Math. 24, 153–161 (1968)

    Article  MathSciNet  MATH  Google Scholar 

  97. C. Schneider, An implementation of Karr’s summation algorithm in Mathematica. Sem. Lothar. Combin. S43b, 1–10 (2000)

    Google Scholar 

  98. C. Schneider, Symbolic summation in difference fields. Technical Report 01-17, RISC-Linz, J. Kepler University, Ph.D. Thesis (2001)

    Google Scholar 

  99. C. Schneider, A collection of denominator bounds to solve parameterized linear difference equations in Π Σ-extensions. An. Univ. Timişoara Ser. Mat.-Inform. 42(2), 163–179 (2004). Extended version of Proc. SYNASC’04

    Google Scholar 

  100. C. Schneider, Symbolic summation with single-nested sum extensions, in Proceedings of ISSAC’04, ed. by J. Gutierrez (ACM Press, New York, 2004), pp. 282–289

    Google Scholar 

  101. C. Schneider, Degree bounds to find polynomial solutions of parameterized linear difference equations in Π Σ-fields. Appl. Algebra Engrgy Comm. Comput. 16(1), 1–32 (2005)

    Article  MathSciNet  Google Scholar 

  102. C. Schneider, Finding telescopers with minimal depth for indefinite nested sum and product expressions, in Proceedings of ISSAC’05, ed. by M. Kauers (ACM, New York, 2005)

    Google Scholar 

  103. C. Schneider, A new Sigma approach to multi-summation. Adv. Appl. Math. 34(4), 740–767 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  104. C. Schneider, Product representations in Π Σ-fields. Ann. Combin. 9(1), 75–99 (2005)

    Article  MathSciNet  Google Scholar 

  105. C. Schneider, Solving parameterized linear difference equations in terms of indefinite nested sums and products. J. Differ. Equ. Appl. 11(9), 799–821 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  106. C. Schneider, Simplifying sums in Π Σ-extensions.J. Algebra Appl. 6(3), 415–441 (2007)

    Google Scholar 

  107. C. Schneider, Symbolic summation assists combinatorics. Sém. Lothar. Combin. 56, 1–36 (2007). Article B56b

    Google Scholar 

  108. C. Schneider, A refined difference field theory for symbolic summation. J. Symb. Comput. 43(9), 611–644 (2008). arXiv:0808.2543v1

    Google Scholar 

  109. C. Schneider, Parameterized telescoping proves algebraic independence of sums. Ann. Comb. 14, 533–552 (2010). arXiv:0808.2596; for a preliminary version see FPSAC 2007

    Google Scholar 

  110. C. Schneider, Structural theorems for symbolic summation. Appl. Algebra Engrgy Comm. Comput. 21(1), 1–32 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  111. C. Schneider, A symbolic summation approach to find optimal nested sum representations, in Motives, Quantum Field Theory, and Pseudodifferential Operators, ed. by A. Carey, D. Ellwood, S. Paycha, S. Rosenberg. Clay Mathematics Proceedings, vol. 12 (American Mathematical Society, Providence, 2010), pp. 285–308. arXiv:0808.2543

    Google Scholar 

  112. C. Schneider, Simplifying multiple sums in difference fields, in Computer Algebra in Quantum Field Theory: Integration, Summation and Special Functions, ed. by C. Schneider, J. Blümlein. Texts and Monographs in Symbolic Computation (Springer, Berlin, 2013), pp. 325–360. arXiv:1304.4134

    Google Scholar 

  113. C. Schneider, Modern summation methods for loop integrals in quantum field theory: the packages Sigma, EvaluateMultiSums and SumProduction, in Proceedings of ACAT 2013. Journal of Physics: Conference Series, vol. 523(012037) (2014), pp. 1–17. arXiv:1310.0160

    Google Scholar 

  114. C. Schneider, A streamlined difference ring theory: indefinite nested sums, the alternating sign and the parameterized telescoping problem, in Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2014 15th International Symposium, ed. by F. Winkler, V. Negru, T. Ida, T. Jebelean, D. Petcu, S. Watt, D. Zaharie (IEEE Computer Society, Washington, 2014), pp. 26–33. arXiv:1412.2782

    Google Scholar 

  115. C. Schneider, Fast algorithms for refined parameterized telescoping in difference fields, in Computer Algebra and Polynomials, ed. by M.W.J. Guitierrez, J. Schicho. Lecture Notes in Computer Science (LNCS), vol. 8942 (Springer, Berlin, 2015), pp. 157–191. arXiv:1307.7887.

    Google Scholar 

  116. C. Schneider, A difference ring theory for symbolic summation. J. Symb. Comput. 72, 82–127 (2016). arXiv:1408.2776

    Google Scholar 

  117. C. Schneider, Symbolic summation in difference rings and applications, in Proceedings of ISSAC 2016, ed. by M. Rosenkranz (2016), pp. 9–12

    Google Scholar 

  118. C. Schneider, Summation theory II: characterizations of R Π Σ-extensions and algorithmic aspects. J. Symb. Comput. 80(3), 616–664 (2017). arXiv:1603.04285

    Google Scholar 

  119. C. Schneider, The absent-minded passengers problem: a motivating challenge solved by computer algebra. Math. Comput. Sci. (2020), https://doi.org/10.1007/s11786-020-00494-w. arXiv:2003.01921

  120. C. Schneider, Minimal representations and algebraic relations for single nested products. Program. Comput. Softw. 46(2), 133–161 (2020). arXiv:1911.04837

    Google Scholar 

  121. C. Schneider, R. Sulzgruber, Asymptotic and exact results on the complexity of the Novelli–Pak–Stoyanovskii algorithm. Electron. J. Combin. 24(2), 1–33 (2017). #P2.28, arXiv:1606.07597

    Google Scholar 

  122. C. Schneider, W. Zudilin, A case study for ζ(4), in Proceedings of the Conference ’Transient Transcendence in Transylvania’. Proceedings in Mathematics & Statistics (Springer, Berlin, 2021). arXiv:2004.08158

    Google Scholar 

  123. M.F. Singer, Liouvillian solutions of linear differential equations with Liouvillian coefficients. J. Symb. Comput. 11(3), 251–274 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  124. M.F. Singer, Algebraic and algorithmic aspects of linear difference equations, in Galois Theories of Linear Difference Equations: An Introduction, ed. by C. Hardouin, J. Sauloy, M.F. Singer. Mathematical Surveys and Monographs, vol. 211 (AMS, Providence, 2016)

    Google Scholar 

  125. M. Steinhauser, MATAD: a program package for the computation of MAssive TADpoles. Comput. Phys. Commun. 134, 335–364 (2001)

    Article  MATH  Google Scholar 

  126. M. van der Put, M. Singer, Galois Theory of Difference Equations. Lecture Notes in Mathematics, vol. 1666 (Springer, Berlin, 1997)

    Google Scholar 

  127. M. van Hoeij, Finite singularities and hypergeometric solutions of linear recurrence equations. J. Pure Appl. Algebra 139(1–3), 109–131 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  128. M. van Hoeij, M. Barkatou, J. Middeke, A family of denominator bounds for first order linear recurrence systems. Technical Report (2020). arXiv:2007.02926

    Google Scholar 

  129. J.A.M. Vermaseren, Harmonic sums, Mellin transforms and integrals. Int. J. Mod. Phys. A14, 2037–2976 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  130. K. Wegschaider, Computer generated proofs of binomial multi-sum identities. Master’s Thesis, RISC, J. Kepler University (1997)

    Google Scholar 

  131. S. Weinzierl, Expansion around half integer values, binomial sums and inverse binomial sums. J. Math. Phys. 45, 2656–2673 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  132. H. Wilf, D. Zeilberger, An algorithmic proof theory for hypergeometric (ordinary and “q”) multisum/integral identities. Invent. Math. 108, 575–633 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  133. D. Zeilberger, A holonomic systems approach to special functions identities. J. Comput. Appl. Math. 32, 321–368 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  134. D. Zeilberger, The method of creative telescoping. J. Symb. Comput. 11, 195–204 (1991)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

This article got inspired during the workshop Antidifferentiation and the Calculation of Feynman Amplitudes at Zeuthen, Germany. In this regard, I would like to thank DESY for its hospitality and the Wolfgang Pauli Centre (WPC) for the financial support. In particular, I would like to thank the referee for the very thorough reading and valuable suggestions which helped me to improve the presentation.

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska–Curie grant agreement No. 764850, SAGEX and from the Austrian Science Foundation (FWF) grant SFB F50 (F5005-N15) in the framework of the Special Research Program “Algorithmic and Enumerative Combinatorics”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Carsten Schneider .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Schneider, C. (2021). Term Algebras, Canonical Representations and Difference Ring Theory for Symbolic Summation. In: Blümlein, J., Schneider, C. (eds) Anti-Differentiation and the Calculation of Feynman Amplitudes. Texts & Monographs in Symbolic Computation. Springer, Cham. https://doi.org/10.1007/978-3-030-80219-6_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-80219-6_17

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-80218-9

  • Online ISBN: 978-3-030-80219-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics