{"certification":{"candidate":{"gauge":{"kind":"none"},"index_shift":0,"operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["2"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"},"parent":{"first_index":0,"initial_polynomials":[["1"],["0","2"]],"recurrence":{"denominator":{"coeffs":[["0"],["1"]]},"terms":[{"coeff":{"coeffs":[["0","-2"],["0","4"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","-4"],["0","4"]]},"deriv_order":0,"offset":2,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"parent_name":"Expansion of 1/sqrt(1-4*x*y-4*x^2*y)."},"identifying_rows":1,"identity":{"certificate":{"certificate":{"dividend_relation":{"terms":[{"coeff":{"coeffs":[["0","-288","-64","-32"],["72","-496","-36","-32"],["120","-310","12","-8"],["74","-88","8","0"],["20","-10","0","0"],["2","0","0","0"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["0","-576","-1888","-896","-352"],["0","-744","-2864","-780","-352"],["0","-232","-1618","-124","-88"],["0","62","-424","24","0"],["0","44","-46","0","0"],["0","6","0","0","0"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0","0","-720","-1568","-944","-352"],["0","0","-1128","-2216","-876","-352"],["0","0","-620","-1170","-188","-88"],["0","0","-126","-288","8","0"],["0","0","0","-30","0","0"],["0","0","2","0","0","0"]]},"deriv_order":2,"shift":0},{"coeff":{"coeffs":[["0","0","0","-144","-256","-176","-64"],["0","0","0","-240","-344","-168","-64"],["0","0","0","-148","-172","-40","-16"],["0","0","0","-40","-40","0","0"],["0","0","0","-4","-4","0","0"]]},"deriv_order":3,"shift":0},{"coeff":{"coeffs":[["36","8","4"],["96","26","12"],["97","24","12"],["47","6","4"],["11","0","0"],["1","0","0"]]},"deriv_order":0,"shift":1},{"coeff":{"coeffs":[["0","108","24","12"],["0","288","78","36"],["0","291","72","36"],["0","141","18","12"],["0","33","0","0"],["0","3","0","0"]]},"deriv_order":1,"shift":1},{"coeff":{"coeffs":[["0","0","36","8","4"],["0","0","96","26","12"],["0","0","97","24","12"],["0","0","47","6","4"],["0","0","11","0","0"],["0","0","1","0","0"]]},"deriv_order":2,"shift":1}]},"exceptional_bases":[],"gauge":{"kind":"none"},"identifying_indices":[0],"index_shift":0,"input":{"first_index":0,"initial_polynomials":[["1"]],"recurrence":{"denominator":{"coeffs":[["0","0","0"],["4","-4","0"],["12","6","0"],["13","6","4"],["6","0","0"],["1","0","0"]]},"terms":[{"coeff":{"coeffs":[["8","24","24","8"],["16","100","36","16"],["2","106","12","8"],["-14","48","-8","0"],["-10","10","0","0"],["-2","0","0","0"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","16","48","48","16"],["0","48","104","88","32"],["0","52","76","40","16"],["0","24","24","0","0"],["0","4","4","0","0"]]},"deriv_order":1,"offset":1,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"input_valid_from_base":0,"multiplier":["1","3","3","1"],"operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["2"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"},"parent":{"first_index":0,"initial_polynomials":[["1"],["0","2"]],"recurrence":{"denominator":{"coeffs":[["0"],["1"]]},"terms":[{"coeff":{"coeffs":[["0","-2"],["0","4"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","-4"],["0","4"]]},"deriv_order":0,"offset":2,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"parent_leader_shift":2,"parent_valid_from_base":0,"quotients":[],"row_annihilation":{"kind":"system","system":{"generators":[{"annihilator":{"terms":[{"coeff":{"coeffs":[["0","-2"],["2","0"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["0","-4","-4"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["1"],["1"]]},"deriv_order":0,"shift":1}]},"quotient":[{"coeff":{"coeffs":[["0","0","0","0","576","1280","896","256","64"],["0","0","0","0","2688","6048","4352","1312","320"],["0","0","0","0","5200","11744","8528","2624","640"],["0","0","0","0","5392","12064","8592","2560","640"],["0","0","0","0","3232","7040","4704","1216","320"],["0","0","0","0","1120","2336","1376","224","64"],["0","0","0","0","208","416","208","0","0"],["0","0","0","0","16","32","16","0","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","1728","3840","2688","768","192"],["0","0","0","0","0","8064","18144","13056","3936","960"],["0","0","0","0","0","15600","35232","25584","7872","1920"],["0","0","0","0","0","16176","36192","25776","7680","1920"],["0","0","0","0","0","9696","21120","14112","3648","960"],["0","0","0","0","0","3360","7008","4128","672","192"],["0","0","0","0","0","624","1248","624","0","0"],["0","0","0","0","0","48","96","48","0","0"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","0","0","576","1280","896","256","64"],["0","0","0","0","0","0","2688","6048","4352","1312","320"],["0","0","0","0","0","0","5200","11744","8528","2624","640"],["0","0","0","0","0","0","5392","12064","8592","2560","640"],["0","0","0","0","0","0","3232","7040","4704","1216","320"],["0","0","0","0","0","0","1120","2336","1376","224","64"],["0","0","0","0","0","0","208","416","208","0","0"],["0","0","0","0","0","0","16","32","16","0","0"]]},"deriv_order":2}],"step_multiplier":{"coeffs":[["0","0","4","4"],["0","0","8","8"],["0","0","4","4"]]},"step_quotients":[[{"coeff":{"coeffs":[["0","0","16","48","32"],["0","0","40","120","80"],["0","0","32","96","64"],["0","0","8","24","16"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","-32","-64","-32"],["0","0","0","-48","-96","-48"],["0","0","0","-16","-32","-16"]]},"deriv_order":1}],[{"coeff":{"coeffs":[["0","0","-32","-64","-32"],["0","0","-48","-96","-48"],["0","0","-16","-32","-16"]]},"deriv_order":0}]]},{"annihilator":{"terms":[{"coeff":{"coeffs":[["0","0"],["1","-2"],["1","0"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["0","2","6"],["0","-4","-4"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0","0","4","4"]]},"deriv_order":2,"shift":0}]},"quotient":[{"coeff":{"coeffs":[["0","0","0","0","0","-512","-1088","-640","-64"],["0","0","0","0","0","-1824","-3904","-2336","-256"],["0","0","0","0","0","-2432","-5248","-3200","-384"],["0","0","0","0","0","-1472","-3200","-1984","-256"],["0","0","0","0","0","-384","-832","-512","-64"],["0","0","0","0","0","-32","-64","-32","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0","-320","-832","-704","-192"],["0","0","0","0","0","0","-1088","-2880","-2496","-704"],["0","0","0","0","0","0","-1344","-3648","-3264","-960"],["0","0","0","0","0","0","-704","-1984","-1856","-576"],["0","0","0","0","0","0","-128","-384","-384","-128"]]},"deriv_order":1}],"step_multiplier":{"coeffs":[["0","0","0","0","16","32","16"],["0","0","0","0","48","96","48"],["0","0","0","0","48","96","48"],["0","0","0","0","16","32","16"]]},"step_quotients":[[{"coeff":{"coeffs":[["0","0","0","0","64","64","-64","-64"],["0","0","0","0","256","288","-192","-224"],["0","0","0","0","400","512","-176","-288"],["0","0","0","0","304","448","-16","-160"],["0","0","0","0","112","192","48","-32"],["0","0","0","0","16","32","16","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","-64","-64","64","64"],["0","0","0","0","0","-288","-544","-224","32"],["0","0","0","0","0","-448","-1088","-832","-192"],["0","0","0","0","0","-288","-800","-736","-224"],["0","0","0","0","0","-64","-192","-192","-64"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","0","0","128","384","384","128"],["0","0","0","0","0","0","320","960","960","320"],["0","0","0","0","0","0","256","768","768","256"],["0","0","0","0","0","0","64","192","192","64"]]},"deriv_order":2}],[{"coeff":{"coeffs":[["0","0","0","0","-128","-192","0","64"],["0","0","0","0","-384","-608","-64","160"],["0","0","0","0","-416","-704","-160","128"],["0","0","0","0","-192","-352","-128","32"],["0","0","0","0","-32","-64","-32","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","128","384","384","128"],["0","0","0","0","0","320","960","960","320"],["0","0","0","0","0","256","768","768","256"],["0","0","0","0","0","64","192","192","64"]]},"deriv_order":1}]]}],"restart_bases":[],"row_multiplier":{"coeffs":[["0","0","0","0","16","32","16"]]},"start_base":0}},"shifted_parent_relation":{"terms":[{"coeff":{"coeffs":[["0","-4"],["0","-4"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["0","-6"],["0","-4"]]},"deriv_order":0,"shift":1},{"coeff":{"coeffs":[["2"],["1"]]},"deriv_order":0,"shift":2}]},"statement":"w(n) E = sum_nu H_nu S^nu L' (with any remainder removed by row annihilators of the parent), where L' is the parent rule at P'_n = P_(n+0) (valid from base 0) and E the input rule gauged by lambda(n)/delta(n) and composed with (or conjugated through) T = f(n, theta) = 1 + (2) theta + (1) theta^2; so the candidate rows satisfy the input rule at every base n >= 0 (the exceptional bases checked exactly), and agreement on the 1 identifying rows gives Q_n = lambda(n) T_n(P_(n+0)) for every n >= 0"},"method":"operator_division"},"status":"certified"},"input_first_index":0,"interlacing":{"reason":"no parent theorem report with an interlacing conclusion","status":"none"},"lean_declarations":["RealRooted.isMultiplierSequence_eval_of_roots_nonpos","RealRooted.isPFMultiplierSequence_eval_of_roots_nonpos","RealRooted.isMultiplierSequence_iff_preserves"],"lift_summary":{"hypotheses":[{"evidence":"the polynomial with ascending coefficients [1, 2, 1] is fixed; exact check: real-rooted = true, coefficients of one sign = true","name":"euler_polynomial_roots_nonpositive","statement":"the polynomial in theta is real-rooted with every root <= 0 for every n >= n0","status":{"kind":"verified"}},{"evidence":"lambda(n) = 1","name":"gauge_finite_nonzero","statement":"lambda(n) is finite and nonzero for every n >= n0","status":{"kind":"verified"}},{"evidence":"delta(n) != 0 for every integer n in [0, +inf) (exact; Taylor shift: the coefficients of delta(n) at n = 0 + u have one sign)","name":"operator_coefficients_defined","sign_decision":{"certificate":{"condition":"nonzero","denominator":["1"],"method":{"kind":"taylor_shift","shifted_denominator":["1"],"shifted_numerator":["1"]},"numerator":["1"],"range":{"first":"0","last":null}},"decision":"holds"},"statement":"the operator coefficients are finite at every n >= n0 (their denominators do not vanish)","status":{"kind":"verified"}}],"identity":{"method":"forward_division","status":"certified"},"input_first_index":0,"input_interlacing":{"reason":"no parent theorem report with an interlacing conclusion","status":"not_proved"},"lean_replay":"not_attempted","operation":{"description":"f(n, theta) = 1 + (2) theta + (1) theta^2","kind":"preserver_image","operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["2"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"}},"parent":{"gauge":{"kind":"none"},"index_shift":0,"recurrence":{"first_index":0,"initial_polynomials":[["1"],["0","2"]],"recurrence":{"denominator":{"coeffs":[["0"],["1"]]},"terms":[{"coeff":{"coeffs":[["0","-2"],["0","4"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","-4"],["0","4"]]},"deriv_order":0,"offset":2,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"relation":"Q_n = lambda(n) T_n(P_(n+0)) with T = f(n, theta) = 1 + (2) theta + (1) theta^2, for every n >= 0"},"parent_proof":{"route":"liu_wang_three_term","statement":"every parent row P_n, n >= 0, is zero or real-rooted with coefficients of one sign","status":"proved"},"root_transfer":{"input_conclusion":"every Q_n, n >= 0, is zero or real-rooted with roots in (-inf, 0]","input_root_region":{"upper":{"closed":true,"value":"0"}},"parent_hypothesis":"every parent row used is zero or real-rooted with all roots in (-inf, 0] (coefficients of one sign)","parent_root_region":{"upper":{"closed":true,"value":"0"}},"theorem":"Laguerre's theorem on multiplier sequences: if f is a real polynomial whose roots are all real and <= 0, then (f(k))_(k >= 0) is a multiplier sequence, so x^k -> f(k) x^k maps every real-rooted polynomial to a real-rooted polynomial or zero (Laguerre; see T. Craven and G. Csordas, Multiplier sequences for fields, Illinois J. Math. 21 (1977); Polya--Schur, Theorem 40 of P. Branden, arXiv:1410.6601: sum_k f(k) x^k / k! = f(theta) e^x = C e^x x^m prod (1 + x/a_j), a_j > 0); f(k) has one sign for k >= 0, so coefficients of one sign stay of one sign; applied to f(n, .) for each n"},"verdict":"proved"},"notes":["the division remainder is removed by row annihilators of the shifted parent"],"parent_proof":{"attempts":[{"detail":"the leader is not a nonzero constant","route":"periodic_product","success":false,"variant":"P_(n+k) = c(x) P_n"},{"detail":"not applicable: expected one nonzero lag term","route":"product_recurrence","success":false,"variant":"product_recurrence"},{"detail":"no theorem matched (weighted_renewal_window: LHS must be a nonzero constant; fixed_delay_predecessor_window: LHS must be a nonzero constant)","route":"paper_theorem","success":false,"variant":"match_recurrence_theorems"},{"detail":"not applicable: c_2(n, x) = gamma(n) w(x) with w neither constant nor a constant times a square (x + v_0)^2","route":"three_term_recurrence","success":false,"variant":"three_term_recurrence"},{"detail":"not applicable: the rule is not f(n) P_n = c_0(n, x) P_(n-1) + c_1(n, x) P'_(n-1)","route":"liu_wang","success":false,"variant":"liu_wang"},{"detail":"HypothesisFailed: P_n = A_n(x) P_(n-1) + V_n(x) P'_(n-1) + W_n(x) P_(n-2) for n >= 2, with A_n(x) = ((4 n - 2)/(n)) x, V_n(x) = 0, W_n(x) = ((4 n - 4)/(n)) x; open hypotheses: seed_roots_negative: P_1 is zero, not real-rooted, or has a root >= 0 (exact); constant_term_positive: fails at n = 2: A_n(0) = (0)/(n) = 0 there (exact)","route":"liu_wang_derivative_lag","success":false,"variant":"liu_wang_derivative_lag"},{"detail":"not applicable: the rule is not f(n) P_n = c_0(n, x) P_(n-1) + gamma(n) (x - L)(x - U) P'_(n-1)","route":"ma_wang_interval","success":false,"variant":"ma_wang_interval"},{"detail":"P_n = A_n(x) P_(n-1) + B_n(x) P_(n-2) for n >= 2, with A_n(x) = ((4 n - 2)/(n)) x, B_n(x) = ((4 n - 4)/(n)) x: every P_n, n >= 0, is nonzero and real-rooted with every root in (-inf, 0] (so its coefficients have one sign); for n >= 1, P_(n-1) interlaces P_n (weakly, in the sense of Liu and Wang), and deg P_n - deg P_(n-1) is 0 or 1 for n >= 2","route":"liu_wang_three_term","success":true,"variant":"liu_wang_three_term"}],"conditional_on":[],"interlacing":{"from_index":1,"justification":{"premises":["every hypothesis of the theorem is verified exactly for every index: P_n = A_n(x) P_(n-1) + B_n(x) P_(n-2) for n >= 2, with A_n(x) = ((4 n - 2)/(n)) x, B_n(x) = ((4 n - 4)/(n)) x","every P_n, n >= 0, is nonzero and real-rooted with every root in (-inf, 0] (so its coefficients have one sign); for n >= 1, P_(n-1) interlaces P_n (weakly, in the sense of Liu and Wang), and deg P_n - deg P_(n-1) is 0 or 1 for n >= 2"],"theorem":"liu_wang_three_term: L. L. Liu and Y. Wang, Adv. Appl. Math. 38 (2007) 542-560, Theorem 2.1 and Corollary 2.4 (A unified approach to polynomial sequences with only real zeros; the lag row as the interlacer, b_n = 0), weak interlacing of consecutive rows, with nonnegativity of the coefficients replaced, where a root region is certified, by an exact root-location induction"},"kind":"weak","orientation":"previous_interlaces_next"},"route":"liu_wang_three_term","rows_checked":10,"statement":"every parent row P_n, n >= 0, is zero or real-rooted with coefficients of one sign","status":"proved"},"rows_compared":16,"schema":"polytool.recurrence-preserver-image.v1","statement":"proved: Q_n = lambda(n) T_n(P_(n+0)) with T = f(n, theta) = 1 + (2) theta + (1) theta^2 for every n >= 0, the side conditions hold for every n, and every parent row P_n, n >= 0, is zero or real-rooted with coefficients of one sign; so every Q_n, n >= 0, is zero or real-rooted with roots in (-inf, 0]"},"kind":"preserver_image"}
