{"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":1,"initial_polynomials":[["1"],["1","2"]],"recurrence":{"terms":[{"coeff":{"coeffs":[["1","2"]]},"deriv_order":0,"offset":2,"sign":"none"},{"coeff":{"coeffs":[["1","2"]]},"deriv_order":0,"offset":1,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"parent_name":"basis_map_A013609 of Square array of binomial coefficients T(n,k) = binomial(n,k), n >= 0, k >= 0, read by downward antidiagonals."},"identifying_rows":2,"identity":{"certificate":{"certificate":{"dividend_relation":{"terms":[{"coeff":{"coeffs":[["-25","-330","-1536","-3168","-2544","288","1024"],["0","-150","-1300","-3896","-4496","-768","1280"],["0","0","-240","-1360","-2416","-1056","512"],["0","0","0","-120","-432","-352","64"],["0","0","0","0","-16","-32","0"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["0","-75","-990","-4608","-9504","-7632","864","3072"],["0","0","-450","-3900","-11688","-13488","-2304","3840"],["0","0","0","-720","-4080","-7248","-3168","1536"],["0","0","0","0","-360","-1296","-1056","192"],["0","0","0","0","0","-48","-96","0"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0","0","-25","-330","-1536","-3168","-2544","288","1024"],["0","0","0","-150","-1300","-3896","-4496","-768","1280"],["0","0","0","0","-240","-1360","-2416","-1056","512"],["0","0","0","0","0","-120","-432","-352","64"],["0","0","0","0","0","0","-16","-32","0"]]},"deriv_order":2,"shift":0},{"coeff":{"coeffs":[["-25","-330","-1256","-1808","-528","992","768"],["0","-150","-1160","-2976","-2624","288","1024"],["0","0","-240","-1240","-1920","-576","448"],["0","0","0","-120","-400","-288","64"],["0","0","0","0","-16","-32","0"]]},"deriv_order":0,"shift":1},{"coeff":{"coeffs":[["0","-75","-990","-3768","-5424","-1584","2976","2304"],["0","0","-450","-3480","-8928","-7872","864","3072"],["0","0","0","-720","-3720","-5760","-1728","1344"],["0","0","0","0","-360","-1200","-864","192"],["0","0","0","0","0","-48","-96","0"]]},"deriv_order":1,"shift":1},{"coeff":{"coeffs":[["0","0","-25","-330","-1256","-1808","-528","992","768"],["0","0","0","-150","-1160","-2976","-2624","288","1024"],["0","0","0","0","-240","-1240","-1920","-576","448"],["0","0","0","0","0","-120","-400","-288","64"],["0","0","0","0","0","0","-16","-32","0"]]},"deriv_order":2,"shift":1},{"coeff":{"coeffs":[["25","130","216","80","-112","-96"],["0","150","520","496","-96","-224"],["0","0","240","520","176","-160"],["0","0","0","120","128","-32"],["0","0","0","0","16","0"]]},"deriv_order":0,"shift":2},{"coeff":{"coeffs":[["0","75","390","648","240","-336","-288"],["0","0","450","1560","1488","-288","-672"],["0","0","0","720","1560","528","-480"],["0","0","0","0","360","384","-96"],["0","0","0","0","0","48","0"]]},"deriv_order":1,"shift":2},{"coeff":{"coeffs":[["0","0","25","130","216","80","-112","-96"],["0","0","0","150","520","496","-96","-224"],["0","0","0","0","240","520","176","-160"],["0","0","0","0","0","120","128","-32"],["0","0","0","0","0","0","16","0"]]},"deriv_order":2,"shift":2}]},"exceptional_bases":[],"gauge":{"kind":"none"},"identifying_indices":[1,2],"index_shift":0,"input":{"first_index":1,"initial_polynomials":[["1"],["1","8"]],"recurrence":{"denominator":{"coeffs":[["25","-170","136","208","16","-32"],["0","150","-440","-144","224","32"],["0","0","240","-200","-208","32"],["0","0","0","120","0","-32"],["0","0","0","0","16","0"]]},"terms":[{"coeff":{"coeffs":[["25","30","-104","-144","16","96","0"],["0","150","340","-104","-496","-256","0"],["0","0","240","640","208","-288","-128"],["0","0","0","120","304","96","-64"],["0","0","0","0","16","32","0"]]},"deriv_order":0,"offset":2,"sign":"none"},{"coeff":{"coeffs":[["25","30","-104","-144","16","96","0"],["0","150","200","-544","-768","-160","0"],["0","0","240","520","-96","-384","-64"],["0","0","0","120","272","32","-64"],["0","0","0","0","16","32","0"]]},"deriv_order":0,"offset":1,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"input_valid_from_base":1,"multiplier":["0","0","0","1"],"operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["2"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"},"parent":{"first_index":1,"initial_polynomials":[["1"],["1","2"]],"recurrence":{"terms":[{"coeff":{"coeffs":[["1","2"]]},"deriv_order":0,"offset":2,"sign":"none"},{"coeff":{"coeffs":[["1","2"]]},"deriv_order":0,"offset":1,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"parent_leader_shift":2,"parent_valid_from_base":1,"quotients":[{"differentiations":[{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0"],["5000","70000","424800","1453120","3030272","3810816","2427904","-194560","-1628160","-1232896","-401408","-49152"],["0","30000","368000","1931200","5606400","9638912","9488384","4071424","-1179648","-2125824","-851968","-114688"],["0","0","48000","526400","2417280","5975040","8433152","6455296","1906688","-557056","-483328","-81920"],["0","0","0","24000","236800","952320","1985536","2238464","1257472","229376","-49152","-16384"],["0","0","0","0","3200","28160","97792","167936","145408","57344","8192","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","15000","210000","1274400","4359360","9090816","11432448","7283712","-583680","-4884480","-3698688","-1204224","-147456"],["0","0","90000","1104000","5793600","16819200","28916736","28465152","12214272","-3538944","-6377472","-2555904","-344064"],["0","0","0","144000","1579200","7251840","17925120","25299456","19365888","5720064","-1671168","-1449984","-245760"],["0","0","0","0","72000","710400","2856960","5956608","6715392","3772416","688128","-147456","-49152"],["0","0","0","0","0","9600","84480","293376","503808","436224","172032","24576","0"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","5000","70000","424800","1453120","3030272","3810816","2427904","-194560","-1628160","-1232896","-401408","-49152"],["0","0","0","30000","368000","1931200","5606400","9638912","9488384","4071424","-1179648","-2125824","-851968","-114688"],["0","0","0","0","48000","526400","2417280","5975040","8433152","6455296","1906688","-557056","-483328","-81920"],["0","0","0","0","0","24000","236800","952320","1985536","2238464","1257472","229376","-49152","-16384"],["0","0","0","0","0","0","3200","28160","97792","167936","145408","57344","8192","0"]]},"deriv_order":2}],"shift":0}],"row_annihilation":{"kind":"system","system":{"generators":[{"annihilator":{"terms":[{"coeff":{"coeffs":[["-6","-4"],["4","0"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["-5","-12","-4"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0"],["2"]]},"deriv_order":0,"shift":1}]},"quotient":[{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","56000","660800","3314560","9100800","14478848","12359680","2783232","-4562944","-4431872","-1556480","-196608"],["0","0","0","120000","1297600","5860480","14189056","19453440","14112768","3323904","-1957888","-1318912","-212992"],["0","0","0","0","68800","675840","2702848","5593088","6234112","3424256","565248","-163840","-49152"],["0","0","0","0","0","9600","84480","293376","503808","436224","172032","24576","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","-35000","-490000","-2973600","-10171840","-21211904","-26675712","-16995328","1361920","11397120","8630272","2809856","344064"],["0","0","0","-42000","-593600","-3574720","-11942400","-24035840","-29339648","-20150272","-5431296","1585152","1294336","212992"],["0","0","0","0","24000","208000","660480","741888","-671744","-2848768","-3375104","-1974272","-573440","-65536"],["0","0","0","0","0","38400","369920","1442304","2880512","3033088","1470464","90112","-147456","-32768"],["0","0","0","0","0","0","6400","56320","195584","335872","290816","114688","16384","0"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","-15000","-210000","-1274400","-4359360","-9090816","-11432448","-7283712","583680","4884480","3698688","1204224","147456"],["0","0","0","0","-34000","-443200","-2479040","-7718400","-14437888","-16105472","-9431040","-1024000","1945600","999424","147456"],["0","0","0","0","0","-24000","-281600","-1391360","-3736064","-5846016","-5253120","-2396160","-286720","131072","32768"],["0","0","0","0","0","0","-3200","-34560","-154112","-363520","-481280","-348160","-122880","-16384","0"]]},"deriv_order":2}],"step_multiplier":{"coeffs":[["0","0","0","0"],["0","0","0","0"],["20","88","112","32"]]},"step_quotients":[[{"coeff":{"coeffs":[["0","0","0","0","0"],["0","0","0","0","0"],["60","304","512","320","64"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0"],["-50","-340","-848","-928","-416","-64"]]},"deriv_order":1}],[{"coeff":{"coeffs":[["0","0","0","0","0"],["-50","-240","-368","-192","-32"]]},"deriv_order":0}]]},{"annihilator":{"terms":[{"coeff":{"coeffs":[["4","8"],["-8","-8"],["4","0"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["18","48","24"],["-10","-24","-8"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["5","22","28","8"]]},"deriv_order":2,"shift":0}]},"quotient":[{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","-35000","-390000","-1833600","-4675840","-6799104","-5018112","-212992","2863104","2353152","790528","98304"],["0","0","0","-66000","-695200","-3050880","-7157504","-9467904","-6537216","-1271808","1110016","675840","106496"],["0","0","0","0","-36000","-350400","-1386240","-2831616","-3105792","-1668096","-258048","86016","24576"],["0","0","0","0","0","-4800","-42240","-146688","-251904","-218112","-86016","-12288","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0","0","0","0","0"],["0","0","0","-15000","-180000","-914400","-2530560","-4029696","-3373056","-537600","1658880","1566720","565248","73728"],["0","0","0","0","-34000","-375200","-1728640","-4261120","-5915648","-4274176","-882688","741376","462848","73728"],["0","0","0","0","0","-24000","-233600","-924160","-1887744","-2070528","-1112064","-172032","57344","16384"],["0","0","0","0","0","0","-3200","-28160","-97792","-167936","-145408","-57344","-8192","0"]]},"deriv_order":1}],"step_multiplier":{"coeffs":[["0","0","0","0","0","0","0"],["0","0","0","0","0","0","0"],["0","0","0","0","0","0","0"],["200","1760","6112","10496","9088","3584","512"]]},"step_quotients":[[{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0"],["0","-800","-7040","-24448","-41984","-36352","-14336","-2048"],["400","3520","12224","20992","18176","7168","1024","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0"],["800","9440","47168","129408","211200","207360","117760","34816","4096"],["-1000","-11200","-52480","-132864","-195840","-168960","-81920","-20480","-2048"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0","0"],["500","6600","37440","118912","230784","280320","209920","92160","21504","2048"]]},"deriv_order":2}],[{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0"],["-200","-1360","-2592","1728","11904","14592","6656","1024"],["-400","-3520","-12224","-20992","-18176","-7168","-1024","0"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","0","0","0","0","0","0"],["0","0","0","0","0","0","0","0","0"],["500","5600","26240","66432","97920","84480","40960","10240","1024"]]},"deriv_order":1}]]}],"restart_bases":[],"row_multiplier":{"coeffs":[["200","1760","6112","10496","9088","3584","512"]]},"start_base":1}},"shifted_parent_relation":{"terms":[{"coeff":{"coeffs":[["-1","-2"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["-1","-2"]]},"deriv_order":0,"shift":1},{"coeff":{"coeffs":[["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 1) 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 >= 1 (the exceptional bases checked exactly), and agreement on the 2 identifying rows gives Q_n = lambda(n) T_n(P_(n+0)) for every n >= 1"},"method":"operator_division"},"status":"certified"},"input_first_index":1,"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 [1, +inf) (exact; Taylor shift: the coefficients of delta(n) at n = 1 + 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":"1","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":1,"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":1,"initial_polynomials":[["1"],["1","2"]],"recurrence":{"terms":[{"coeff":{"coeffs":[["1","2"]]},"deriv_order":0,"offset":2,"sign":"none"},{"coeff":{"coeffs":[["1","2"]]},"deriv_order":0,"offset":1,"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 >= 1"},"parent_proof":{"route":"liu_wang_three_term","statement":"every parent row P_n, n >= 1, is zero or real-rooted with coefficients of one sign","status":"proved"},"root_transfer":{"input_conclusion":"every Q_n, n >= 1, 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 rule is not P_(n+k) = c(x) P_n with c free of n","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: support must satisfy offset = 1 + ell * t_degree; fixed_delay_predecessor_window: only P_(n-1) and one term w(n) t P_(n-L) are supported)","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 >= 3, with A_n(x) = (1) + (2) x, V_n(x) = 0, W_n(x) = (1) + (2) x; open hypotheses: multipliers_vanish_at_zero: [x^0] c_2(n, x) = 1 is not the zero polynomial; lag_coefficient_nonpositive: W_n is not separable with a factor of one sign on (-inf, 0), and the sufficient monomial test (-1)^k [x^k] W_n <= 0 fails for k = 0 (not a disproof): fails at n = 3: [x^0] W_n = 1 there (exact); derivative_or_lag_coefficient_negative: W_n is not separable with a factor of one sign on (-inf, 0), and the sufficient monomial test (-1)^k [x^k] W_n <= 0 fails for k = 0 (not a disproof): fails at n = 3: [x^0] W_n = 1 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 >= 3, with A_n(x) = (1) + (2) x, B_n(x) = (1) + (2) x: every P_n, n >= 1, is nonzero and real-rooted with every root in (-inf, -1/2] (so its coefficients have one sign); for n >= 2, 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 >= 3","route":"liu_wang_three_term","success":true,"variant":"liu_wang_three_term"}],"conditional_on":[],"interlacing":{"from_index":2,"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 >= 3, with A_n(x) = (1) + (2) x, B_n(x) = (1) + (2) x","every P_n, n >= 1, is nonzero and real-rooted with every root in (-inf, -1/2] (so its coefficients have one sign); for n >= 2, 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 >= 3"],"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 >= 1, 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 >= 1, the side conditions hold for every n, and every parent row P_n, n >= 1, is zero or real-rooted with coefficients of one sign; so every Q_n, n >= 1, is zero or real-rooted with roots in (-inf, 0]"},"kind":"preserver_image"}
