src/Tools/isac/Knowledge/Inverse_Z_Transform.thy
author Walther Neuper <wneuper@ist.tugraz.at>
Fri, 02 Mar 2018 14:19:59 +0100
changeset 59389 627d25067f2f
parent 59269 1da53d1540fe
child 59406 509d70b507e5
permissions -rwxr-xr-x
separate structure TermC : TERMC
     1 (* Title:  Test_Z_Transform
     2    Author: Jan Rocnik
     3    (c) copyright due to lincense terms.
     4 12345678901234567890123456789012345678901234567890123456789012345678901234567890
     5         10        20        30        40        50        60        70        80
     6 *)
     7 
     8 theory Inverse_Z_Transform imports PolyEq DiffApp Partial_Fractions begin
     9 
    10 axiomatization where 
    11   rule1: "1 = \<delta>[n]" and
    12   rule2: "|| z || > 1 ==> z / (z - 1) = u [n]" and
    13   rule3: "|| z || < 1 ==> z / (z - 1) = -u [-n - 1]" and 
    14   rule4: "c * (z / (z - \<alpha>)) = c * \<alpha>^^^n * u [n]" and
    15   rule5: "|| z || < || \<alpha> || ==> z / (z - \<alpha>) = -(\<alpha>^^^n) * u [-n - 1]" and
    16   rule6: "|| z || > 1 ==> z/(z - 1)^^^2 = n * u [n]" (*and
    17   rule42: "(a * (z/(z-b)) + c * (z/(z-d))) = (a * b^^^n * u [n] + c * d^^^n * u [n])"*)
    18 
    19 axiomatization where
    20   ruleZY: "(X z = a / b) = (X' z = a / (z * b))" and
    21   ruleYZ: "(a/b + c/d) = (a*(z/b) + c*(z/d))" 
    22 
    23 subsection{*Define the Field Descriptions for the specification*}
    24 consts
    25   filterExpression  :: "bool => una"
    26   stepResponse      :: "bool => una"
    27 
    28 
    29 ML {*
    30 val inverse_z = prep_rls'(
    31   Rls {id = "inverse_z", preconds = [], rew_ord = ("dummy_ord",dummy_ord), 
    32 	  erls = Erls, srls = Erls, calc = [], errpatts = [],
    33 	  rules = 
    34 	   [
    35     Thm ("rule4", @{thm rule4})
    36 	   ], 
    37 	 scr = EmptyScr}:rls);
    38 *}
    39 
    40 
    41 text {*store the rule set for math engine*}
    42 
    43 setup {* KEStore_Elems.add_rlss [("inverse_z", (Context.theory_name @{theory}, inverse_z))] *}
    44 
    45 subsection{*Define the Specification*}
    46 ML {*
    47 val thy = @{theory};
    48 *}
    49 setup {* KEStore_Elems.add_pbts
    50   [(Specify.prep_pbt thy "pbl_SP" [] e_pblID (["SignalProcessing"], [], e_rls, NONE, [])),
    51     (Specify.prep_pbt thy "pbl_SP_Ztrans" [] e_pblID
    52       (["Z_Transform","SignalProcessing"], [], e_rls, NONE, [])),
    53     (Specify.prep_pbt thy "pbl_SP_Ztrans_inv" [] e_pblID
    54       (["Inverse", "Z_Transform", "SignalProcessing"],
    55         (*^ capital letter breaks coding standard
    56           because "inverse" = Const ("Rings.inverse_class.inverse", ..*)
    57         [("#Given" ,["filterExpression (X_eq::bool)"]),
    58           ("#Find"  ,["stepResponse (n_eq::bool)"])],
    59         append_rls "e_rls" e_rls [(*for preds in where_*)], NONE, 
    60         [["SignalProcessing","Z_Transform","Inverse"]])),
    61     (Specify.prep_pbt thy "pbl_SP_Ztrans_inv" [] e_pblID
    62       (["Inverse", "Z_Transform", "SignalProcessing"],
    63         [("#Given" ,["filterExpression X_eq"]),
    64           ("#Find"  ,["stepResponse n_eq"])],
    65         append_rls "e_rls" e_rls [(*for preds in where_*)], NONE, 
    66         [["SignalProcessing","Z_Transform","Inverse"]]))] *}
    67 
    68 subsection {*Define Name and Signature for the Method*}
    69 consts
    70   InverseZTransform :: "[bool, bool] => bool"
    71     ("((Script InverseZTransform (_ =))// (_))" 9)
    72 
    73 subsection {*Setup Parent Nodes in Hierarchy of Method*}
    74 ML {* val thy = @{theory}; (*latest version of thy required*) *}
    75 setup {* KEStore_Elems.add_mets
    76   [Specify.prep_met thy "met_SP" [] e_metID
    77       (["SignalProcessing"], [],
    78         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls, crls = e_rls,
    79           errpats = [], nrls = e_rls}, "empty_script"),
    80     Specify.prep_met thy "met_SP_Ztrans" [] e_metID
    81       (["SignalProcessing", "Z_Transform"], [],
    82         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls, crls = e_rls,
    83           errpats = [], nrls = e_rls}, "empty_script"),
    84     Specify.prep_met thy "met_SP_Ztrans_inv" [] e_metID
    85       (["SignalProcessing", "Z_Transform", "Inverse"], 
    86         [("#Given" ,["filterExpression (X_eq::bool)"]),
    87           ("#Find"  ,["stepResponse (n_eq::bool)"])],
    88         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls, crls = e_rls,
    89           errpats = [], nrls = e_rls},
    90         "Script InverseZTransform (X_eq::bool) =" ^ (*(1/z) instead of z ^^^ -1*)
    91           " (let X = Take X_eq;" ^
    92           "      X' = Rewrite ruleZY False X;" ^ (*z * denominator*)
    93           "      X' = (Rewrite_Set norm_Rational False) X';" ^ (*simplify*)
    94           "      funterm = Take (rhs X');" ^ (*drop X' z = for equation solving*)
    95           "      denom = (Rewrite_Set partial_fraction False) funterm;" ^ (*get_denominator*)
    96           "      equ = (denom = (0::real));" ^
    97           "      fun_arg = Take (lhs X');" ^
    98           "      arg = (Rewrite_Set partial_fraction False) X';" ^ (*get_argument TODO*)
    99           "      (L_L::bool list) =                                    " ^
   100           "            (SubProblem (Test',                            " ^
   101           "                         [LINEAR,univariate,equation,test]," ^
   102           "                         [Test,solve_linear])              " ^
   103           "                        [BOOL equ, REAL z])              " ^
   104           "  in X)"),
   105     Specify.prep_met thy "met_SP_Ztrans_inv" [] e_metID
   106       (["SignalProcessing", "Z_Transform", "Inverse"], 
   107         [("#Given" ,["filterExpression X_eq"]),
   108           ("#Find"  ,["stepResponse n_eq"])],
   109         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = srls_partial_fraction, prls = e_rls,
   110           crls = e_rls, errpats = [], nrls = e_rls},
   111         "Script InverseZTransform (X_eq::bool) =                        "^
   112            (*(1/z) instead of z ^^^ -1*)
   113            "(let X = Take X_eq;                                            "^
   114            "      X' = Rewrite ruleZY False X;                             "^
   115            (*z * denominator*)
   116            "      (num_orig::real) = get_numerator (rhs X');               "^
   117            "      X' = (Rewrite_Set norm_Rational False) X';               "^
   118            (*simplify*)
   119            "      (X'_z::real) = lhs X';                                   "^
   120            "      (zzz::real) = argument_in X'_z;                          "^
   121            "      (funterm::real) = rhs X';                                "^
   122            (*drop X' z = for equation solving*)
   123            "      (denom::real) = get_denominator funterm;                 "^
   124            (*get_denominator*)
   125            "      (num::real) = get_numerator funterm;                     "^
   126            (*get_numerator*)
   127            "      (equ::bool) = (denom = (0::real));                       "^
   128            "      (L_L::bool list) = (SubProblem (PolyEq',                 "^
   129            "         [abcFormula,degree_2,polynomial,univariate,equation], "^
   130            "         [no_met])                                             "^
   131            "         [BOOL equ, REAL zzz]);                                "^
   132            "      (facs::real) = factors_from_solution L_L;                "^
   133            "      (eql::real) = Take (num_orig / facs);                    "^ 
   134       
   135            "      (eqr::real) = (Try (Rewrite_Set ansatz_rls False)) eql;  "^
   136       
   137            "      (eq::bool) = Take (eql = eqr);                           "^
   138            (*Maybe possible to use HOLogic.mk_eq ??*)
   139            "      eq = (Try (Rewrite_Set equival_trans False)) eq;         "^ 
   140       
   141            "      eq = drop_questionmarks eq;                              "^
   142            "      (z1::real) = (rhs (NTH 1 L_L));                          "^
   143            (* 
   144             * prepare equation for a - eq_a
   145             * therefor substitute z with solution 1 - z1
   146             *)
   147            "      (z2::real) = (rhs (NTH 2 L_L));                          "^
   148        
   149            "      (eq_a::bool) = Take eq;                                  "^
   150            "      eq_a = (Substitute [zzz=z1]) eq;                         "^
   151            "      eq_a = (Rewrite_Set norm_Rational False) eq_a;           "^
   152            "      (sol_a::bool list) =                                     "^
   153            "                 (SubProblem (Isac',                           "^
   154            "                              [univariate,equation],[no_met])  "^
   155            "                              [BOOL eq_a, REAL (A::real)]);    "^
   156            "      (a::real) = (rhs(NTH 1 sol_a));                          "^
   157       
   158            "      (eq_b::bool) = Take eq;                                  "^
   159            "      eq_b =  (Substitute [zzz=z2]) eq_b;                      "^
   160            "      eq_b = (Rewrite_Set norm_Rational False) eq_b;           "^
   161            "      (sol_b::bool list) =                                     "^
   162            "                 (SubProblem (Isac',                           "^
   163            "                              [univariate,equation],[no_met])  "^
   164            "                              [BOOL eq_b, REAL (B::real)]);    "^
   165            "      (b::real) = (rhs(NTH 1 sol_b));                          "^
   166       
   167            "      eqr = drop_questionmarks eqr;                            "^
   168            "      (pbz::real) = Take eqr;                                  "^
   169            "      pbz = ((Substitute [A=a, B=b]) pbz);                     "^
   170       
   171            "      pbz = Rewrite ruleYZ False pbz;                          "^
   172            "      pbz = drop_questionmarks pbz;                            "^
   173       
   174            "      (X_z::bool) = Take (X_z = pbz);                          "^
   175            "      (n_eq::bool) = (Rewrite_Set inverse_z False) X_z;        "^
   176            "      n_eq = drop_questionmarks n_eq                           "^
   177            "in n_eq)"),
   178     Specify.prep_met thy "met_SP_Ztrans_inv_sub" [] e_metID
   179       (["SignalProcessing", "Z_Transform", "Inverse_sub"], 
   180         [("#Given" ,["filterExpression X_eq"]),
   181           ("#Find"  ,["stepResponse n_eq"])],
   182         {rew_ord'="tless_true", rls'= e_rls, calc = [],
   183           srls = Rls {id="srls_partial_fraction", 
   184               preconds = [], rew_ord = ("termlessI",termlessI),
   185               erls = append_rls "erls_in_srls_partial_fraction" e_rls
   186                   [(*for asm in NTH_CONS ...*)
   187                     Calc ("Orderings.ord_class.less",eval_equ "#less_"),
   188                     (*2nd NTH_CONS pushes n+-1 into asms*)
   189                     Calc("Groups.plus_class.plus", eval_binop "#add_")], 
   190               srls = Erls, calc = [], errpatts = [],
   191               rules = [Thm ("NTH_CONS", @{thm NTH_CONS}),
   192                   Calc ("Groups.plus_class.plus", eval_binop "#add_"),
   193                   Thm ("NTH_NIL", @{thm NTH_NIL}),
   194                   Calc ("Tools.lhs", eval_lhs "eval_lhs_"),
   195                   Calc ("Tools.rhs", eval_rhs"eval_rhs_"),
   196                   Calc ("Atools.argument'_in", eval_argument_in "Atools.argument'_in"),
   197                   Calc ("Rational.get_denominator", eval_get_denominator "#get_denominator"),
   198                   Calc ("Rational.get_numerator", eval_get_numerator "#get_numerator"),
   199                   Calc ("Partial_Fractions.factors_from_solution",
   200                     eval_factors_from_solution "#factors_from_solution"),
   201                   Calc("Partial_Fractions.drop_questionmarks", eval_drop_questionmarks "#drop_?")],
   202               scr = EmptyScr},
   203           prls = e_rls, crls = e_rls, errpats = [], nrls = norm_Rational},
   204         (*([], Frm), Problem (Isac, [Inverse, Z_Transform, SignalProcessing])*)
   205         "Script InverseZTransform (X_eq::bool) =            "^
   206           (*([1], Frm), X z = 3 / (z - 1 / 4 + -1 / 8 * (1 / z))*)
   207           "(let X = Take X_eq;                                "^
   208           (*([1], Res), ?X' z = 3 / (z * (z - 1 / 4 + -1 / 8 * (1 / z)))*)
   209           "  X' = Rewrite ruleZY False X;                     "^
   210           (*            ?X' z*)
   211           "  (X'_z::real) = lhs X';                           "^
   212           (*            z *)
   213           "  (zzz::real) = argument_in X'_z;                  "^
   214           (*            3 / (z * (z - 1 / 4 + -1 / 8 * (1 / z)))*)
   215           "  (funterm::real) = rhs X';                        "^
   216 
   217           "  (pbz::real) = (SubProblem (Isac',                "^
   218           "    [partial_fraction,rational,simplification],    "^
   219           "    [simplification,of_rationals,to_partial_fraction]) "^
   220           (*([2], Res), 4 / (z - 1 / 2) + -4 / (z - -1 / 4)*)
   221           "    [REAL funterm, REAL zzz]);                     "^
   222 
   223           (*([3], Frm), ?X' z = 4 / (z - 1 / 2) + -4 / (z - -1 / 4)*)
   224           "  (pbz_eq::bool) = Take (X'_z = pbz);              "^
   225           (*([3], Res), ?X' z = 4 * (?z / (z - 1 / 2)) + -4 * (?z / (z - -1 / 4))*)
   226           "  pbz_eq = Rewrite ruleYZ False pbz_eq;            "^
   227           (*               4 * (z / (z - 1 / 2)) + -4 * (z / (z - -1 / 4))*)
   228           "  pbz_eq = drop_questionmarks pbz_eq;              "^
   229           (*([4], Frm), X_z = 4 * (z / (z - 1 / 2)) + -4 * (z / (z - -1 / 4))*)
   230           "  (X_zeq::bool) = Take (X_z = rhs pbz_eq);         "^
   231           (*([4], Res), X_z = 4 * (1 / 2) ^^^ ?n * ?u [?n] + -4 * (-1 / 4) ^^^ ?n * ?u [?n]*)
   232           "  n_eq = (Rewrite_Set inverse_z False) X_zeq;      "^
   233           (*            X_z = 4 * (1 / 2) ^^^ n * u [n] + -4 * (-1 / 4) ^^^ n * u [n]*)
   234           "  n_eq = drop_questionmarks n_eq                   "^
   235           (*([], Res), X_z = 4 * (1 / 2) ^^^ n * u [n] + -4 * (-1 / 4) ^^^ n * u [n]*)
   236           "in n_eq)")]
   237 *}
   238 
   239 end
   240