{"certification":{"candidate":{"gauge":{"kind":"none"},"index_shift":0,"operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"},"parent":{"first_index":0,"initial_polynomials":[["1","1"],["1","3"]],"recurrence":{"terms":[{"coeff":{"coeffs":[["1"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","2"]]},"deriv_order":0,"offset":2,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"parent_name":"Irregular triangle read by rows: T(n,i) = 2^(i-1)*(binomial(n-i+1,i)+binomial(n-i,i)), n >= 1, 0 <= i <= (n+1)/2."},"identifying_rows":1,"identity":{"certificate":{"certificate":{"dividend_relation":{"terms":[{"coeff":{"coeffs":[["6","36","-64","-320"],["5","60","32","-304"],["1","22","38","-88"],["0","2","6","-8"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["0","0","-56","-336","320"],["0","3","16","-156","-16"],["0","1","18","10","-56"],["0","0","2","6","-8"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0","0","-3","-46","-136","320"],["0","0","-1","-22","-94","144"],["0","0","0","-2","-14","16"]]},"deriv_order":2,"shift":0},{"coeff":{"coeffs":[["-6","-6","120"],["-5","-26","94"],["-1","-14","24"],["0","-2","2"]]},"deriv_order":0,"shift":1},{"coeff":{"coeffs":[["0","-6","-6","120"],["0","-5","-26","94"],["0","-1","-14","24"],["0","0","-2","2"]]},"deriv_order":1,"shift":1}]},"exceptional_bases":[],"gauge":{"kind":"none"},"identifying_indices":[0],"index_shift":0,"input":{"first_index":0,"initial_polynomials":[["1","2"]],"recurrence":{"denominator":{"coeffs":[["-2","8","48"],["-3","-4","52"],["-1","-8","18"],["0","-2","2"]]},"terms":[{"coeff":{"coeffs":[["-2","4","64","96"],["-3","-22","26","152"],["-1","-16","-20","64"],["0","-2","-6","8"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","2","26","56","-192"],["0","1","18","66","-112"],["0","0","2","14","-16"]]},"deriv_order":1,"offset":1,"sign":"none"}]},"schema":"polytool.recurrence.v1"},"input_valid_from_base":0,"multiplier":["1"],"operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"},"parent":{"first_index":0,"initial_polynomials":[["1","1"],["1","3"]],"recurrence":{"terms":[{"coeff":{"coeffs":[["1"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","2"]]},"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":[["-4","2","-4"],["-3","9","-6"],["-2","4","-2"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["1","-7","2","4"],["1","6","-15","8"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0","-1","-6","15","-8"]]},"deriv_order":2,"shift":0},{"coeff":{"coeffs":[["3"]]},"deriv_order":0,"shift":1}]},"quotient":[{"coeff":{"coeffs":[["0","0","-72","-864","1350","32382","-27000","-345600","576000"],["0","0","-132","-1944","-1935","59142","50490","-649440","681600"],["0","0","-90","-1632","-5331","35772","101748","-429504","318720"],["0","0","-27","-630","-3483","7596","54144","-131328","73728"],["0","0","-3","-108","-891","6","11556","-19008","8448"],["0","0","0","-6","-78","-114","870","-1056","384"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","-72","-864","1350","32382","-27000","-345600","576000"],["0","0","0","-132","-1944","-1935","59142","50490","-649440","681600"],["0","0","0","-90","-1632","-5331","35772","101748","-429504","318720"],["0","0","0","-27","-630","-3483","7596","54144","-131328","73728"],["0","0","0","-3","-108","-891","6","11556","-19008","8448"],["0","0","0","0","-6","-78","-114","870","-1056","384"]]},"deriv_order":1}],"step_multiplier":{"coeffs":[["0","0","0","-216","-3564","-6642","106623","132840","-1425600","1728000"],["0","0","0","-324","-5832","-19197","121905","344088","-1477440","1036800"],["0","0","0","-162","-3159","-14580","34101","196344","-419904","207360"],["0","0","0","-27","-567","-3321","-189","26568","-36288","13824"]]},"step_quotients":[[{"coeff":{"coeffs":[["0","0","0","432","6048","-3672","-232200","294003","3088908","-11115360","14342400","-6912000"],["0","0","0","1152","17136","6552","-591012","314514","7911450","-23390352","25637760","-9907200"],["0","0","0","1224","19368","26658","-579816","-153918","7732404","-18379296","16770816","-5437440"],["0","0","0","648","10908","25812","-268596","-311148","3547368","-6723648","5156352","-1437696"],["0","0","0","171","3060","10242","-56556","-127701","754848","-1155456","755712","-184320"],["0","0","0","18","342","1476","-3924","-15750","59742","-75312","42624","-9216"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","-144","-2304","-2304","87876","67545","-1483281","1478052","6132960","-13190400","6912000"],["0","0","0","-288","-5400","-17712","151146","529848","-2465046","-2474820","18371232","-22844160","8755200"],["0","0","0","-216","-4644","-24408","71172","609012","-1016496","-4440852","12914208","-11702016","3594240"],["0","0","0","-72","-1746","-12276","900","228024","-2178","-1756044","3296736","-2361600","608256"],["0","0","0","-9","-243","-2106","-3942","23571","33129","-201312","279936","-165888","36864"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","72","1620","8262","-39501","-281232","760347","2655072","-10938240","12441600","-4608000"],["0","0","0","0","108","2592","16443","-30537","-438939","465021","4004640","-10378368","9123840","-2764800"],["0","0","0","0","54","1377","10368","2430","-198126","-43335","1661472","-3037824","2156544","-552960"],["0","0","0","0","9","243","2106","3942","-23571","-33129","201312","-279936","165888","-36864"]]},"deriv_order":2}],[{"coeff":{"coeffs":[["0","0","0","-288","-3852","7002","190602","-155106","-2573766","6729840","-6083712","1889280","0"],["0","0","0","-576","-8874","-7254","307296","98424","-3917718","8631342","-7559856","2687616","-230400"],["0","0","0","-432","-7254","-16974","178884","203076","-2306142","4652730","-4260240","1878912","-322560"],["0","0","0","-144","-2538","-8046","47628","82836","-651186","1259658","-1169424","542592","-101376"],["0","0","0","-18","-324","-1134","5400","11826","-75492","135054","-117936","51840","-9216"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","72","1206","2187","-41202","-80244","542376","-91071","-1182060","629856","679680","-460800"],["0","0","0","108","2169","9639","-41310","-238086","569997","1196451","-5013144","6246720","-3469824","737280"],["0","0","0","54","1251","8019","-6318","-152388","131463","1119339","-3083724","3367008","-1734912","350208"],["0","0","0","9","234","1863","1836","-27513","-9558","234441","-481248","445824","-202752","36864"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","-36","-828","-4617","15660","136134","-301320","-1179873","4794336","-6500736","3962880","-921600"],["0","0","0","0","-36","-882","-5994","5292","133704","-103194","-1136538","3132864","-3462912","1806336","-368640"],["0","0","0","0","-9","-234","-1863","-1836","27513","9558","-234441","481248","-445824","202752","-36864"]]},"deriv_order":2}]]},{"annihilator":{"terms":[{"coeff":{"coeffs":[["-2","20"],["-7","34"],["-7","16"],["-2","2"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["2","-18","-20"],["3","5","-44"],["1","7","-8"]]},"deriv_order":1,"shift":0},{"coeff":{"coeffs":[["0","-2","-11","40"],["0","-1","-7","8"]]},"deriv_order":2,"shift":0}]},"quotient":[{"coeff":{"coeffs":[["0","0","36","468","261","-9540","13212","74448","-276480","230400"],["0","0","48","750","1683","-14352","-6612","177300","-378816","226560"],["0","0","21","414","1677","-7014","-19518","120228","-177984","82176"],["0","0","3","90","579","-1236","-8664","31308","-35136","13056"],["0","0","0","6","66","-42","-1098","2796","-2496","768"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","36","450","-378","-15354","6822","146664","-253440","115200"],["0","0","0","48","753","1386","-19581","-25176","212778","-283488","113280"],["0","0","0","21","426","1827","-7350","-28014","109602","-117600","41088"],["0","0","0","3","93","657","-735","-9240","24102","-21408","6528"],["0","0","0","0","6","72","36","-984","1926","-1440","384"]]},"deriv_order":1}],"step_multiplier":{"coeffs":[["0","0","0","-216","-3564","-6642","106623","132840","-1425600","1728000"],["0","0","0","-324","-5832","-19197","121905","344088","-1477440","1036800"],["0","0","0","-162","-3159","-14580","34101","196344","-419904","207360"],["0","0","0","-27","-567","-3321","-189","26568","-36288","13824"]]},"step_quotients":[[{"coeff":{"coeffs":[["0","0","0","1296","16200","-45684","-799146","1761912","11741760","-44582400","41472000"],["0","0","0","3888","54108","-50544","-2311173","2224584","33141312","-91445760","66355200"],["0","0","0","4824","73638","47115","-2623140","-324450","35938512","-74054016","42531840"],["0","0","0","3168","52425","104193","-1479942","-1727172","19311264","-30327552","14063616"],["0","0","0","1161","20628","65205","-426762","-992520","5438016","-6649344","2543616"],["0","0","0","225","4257","17847","-55989","-224676","762912","-744192","239616"],["0","0","0","18","360","1836","-2088","-17838","41904","-33408","9216"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","-432","-6696","-972","312066","211842","-5675832","3119040","30758400","-41472000"],["0","0","0","-1008","-18324","-48276","629091","1934613","-10235916","-12035232","72840960","-59443200"],["0","0","0","-936","-19458","-91359","400959","2714670","-5221764","-21073248","53611776","-30320640"],["0","0","0","-432","-10071","-65070","58941","1418364","-274212","-10797408","16913664","-7243776"],["0","0","0","-99","-2547","-20385","-24237","293400","338796","-2172384","2416896","-829440"],["0","0","0","-9","-252","-2358","-6300","17271","50400","-150912","129024","-36864"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","216","4860","24570","-123795","-878850","2334528","8951040","-33177600","27648000"],["0","0","0","0","396","9468","58959","-129582","-1693449","1812960","16437888","-37693440","21196800"],["0","0","0","0","270","6831","50085","-8559","-1084563","-197856","9472896","-14321664","6082560"],["0","0","0","0","81","2160","18090","25272","-262467","-353376","2063232","-2267136","774144"],["0","0","0","0","9","252","2358","6300","-17271","-50400","150912","-129024","36864"]]},"deriv_order":2}],[{"coeff":{"coeffs":[["0","0","0","-864","-10476","41958","661392","-816264","-9637056","23542272","-12718080","0"],["0","0","0","-2016","-29250","12312","1281510","95544","-16912692","32048928","-17876736","1382400"],["0","0","0","-1872","-30510","-52074","927252","1031022","-11576106","18972432","-11435904","2165760"],["0","0","0","-864","-15192","-46098","318870","647226","-4078710","6198768","-3954816","930816"],["0","0","0","-198","-3654","-14076","54180","160722","-764190","1079856","-669312","156672"],["0","0","0","-18","-342","-1476","3924","15750","-59742","75312","-42624","9216"]]},"deriv_order":0},{"coeff":{"coeffs":[["0","0","0","216","3510","3537","-149607","-265734","2165670","604584","-7960896","2833920","2764800"],["0","0","0","396","7677","29088","-195390","-930168","2492433","5537628","-18049248","15070464","-3962880"],["0","0","0","270","6003","35028","-60282","-783450","680895","5440320","-12580992","10100736","-2838528"],["0","0","0","81","2007","14886","7758","-238995","-65493","1856556","-3274848","2269440","-571392"],["0","0","0","9","243","2106","3942","-23571","-33129","201312","-279936","165888","-36864"]]},"deriv_order":1},{"coeff":{"coeffs":[["0","0","0","0","-108","-2484","-13743","49680","427545","-915354","-3989952","14397696","-15482880","5529600"],["0","0","0","0","-144","-3510","-23355","28917","571023","-436131","-5112288","12403584","-10561536","3133440"],["0","0","0","0","-63","-1620","-12474","-6372","221697","76464","-1862784","3317760","-2322432","589824"],["0","0","0","0","-9","-243","-2106","-3942","23571","33129","-201312","279936","-165888","36864"]]},"deriv_order":2}]]}],"restart_bases":[],"row_multiplier":{"coeffs":[["0","0","36","396","-351","-7920","14400"],["0","0","36","450","378","-6624","5760"],["0","0","9","126","297","-1008","576"]]},"start_base":0}},"shifted_parent_relation":{"terms":[{"coeff":{"coeffs":[["0","-2"]]},"deriv_order":0,"shift":0},{"coeff":{"coeffs":[["-1"]]},"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 0) and E the input rule gauged by lambda(n)/delta(n) and composed with (or conjugated through) T = f(n, theta) = 1 + (1) theta; 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, 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 + (1) theta","kind":"preserver_image","operator":{"coefficients":[{"denominator":["1"],"numerator":["1"]},{"denominator":["1"],"numerator":["1"]}],"shape":"euler_polynomial"}},"parent":{"gauge":{"kind":"none"},"index_shift":0,"recurrence":{"first_index":0,"initial_polynomials":[["1","1"],["1","3"]],"recurrence":{"terms":[{"coeff":{"coeffs":[["1"]]},"deriv_order":0,"offset":1,"sign":"none"},{"coeff":{"coeffs":[["0","2"]]},"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 + (1) theta, 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 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":"the parent rows are not the canonical boundary rows (Mismatch)","route":"paper_theorem","success":false,"variant":"weighted_renewal_window"},{"detail":"the parent rows are not the canonical boundary rows (Mismatch)","route":"paper_theorem","success":false,"variant":"fixed_delay_predecessor_window"},{"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) = (1), V_n(x) = 0, W_n(x) = (2) x; open hypotheses: seed_degree_step: degrees 1 and 1 (exact); seed_strict_interlacing: the Bezout test fails or the degrees do not differ by one (exact); degree_step_positive: fails at n = 2: lambda_n = 0 = 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) = (1), B_n(x) = (2) 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) = (1), B_n(x) = (2) 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 + (1) theta 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"}
