src/Tools/isac/Knowledge/Inverse_Z_Transform.thy
author Mathias Lehnfeld <s1210629013@students.fh-hagenberg.at>
Sat, 01 Feb 2014 16:44:45 +0100
changeset 55373 4f3f530f3cf6
parent 55363 d78bc1342183
child 55380 7be2ad0e4acb
permissions -rwxr-xr-x
ad 967c8a1eb6b1 (2): add functions accessing Theory_Data in parallel to those accessing 'mets = Unsynchronized.ref'
     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",num_str @{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   [(prep_pbt thy "pbl_SP" [] e_pblID (["SignalProcessing"], [], e_rls, NONE, [])),
    51     (prep_pbt thy "pbl_SP_Ztrans" [] e_pblID
    52       (["Z_Transform","SignalProcessing"], [], e_rls, NONE, [])),
    53     (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     (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 {*
    75 store_met
    76  (prep_met thy "met_SP" [] e_metID
    77  (["SignalProcessing"], [],
    78    {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls,
    79     crls = e_rls, errpats = [], nrls = e_rls}, "empty_script"));
    80 store_met
    81  (prep_met thy "met_SP_Ztrans" [] e_metID
    82  (["SignalProcessing", "Z_Transform"], [],
    83    {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls,
    84     crls = e_rls, errpats = [], nrls = e_rls}, "empty_script"));
    85 val thy = @{theory}; (*latest version of thy required*)
    86 store_met
    87  (prep_met thy "met_SP_Ztrans_inv" [] e_metID
    88  (["SignalProcessing", "Z_Transform", "Inverse"], 
    89   [("#Given" ,["filterExpression (X_eq::bool)"]),
    90    ("#Find"  ,["stepResponse (n_eq::bool)"])
    91   ],
    92    {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls,
    93     crls = e_rls, errpats = [], nrls = e_rls},
    94 "Script InverseZTransform (X_eq::bool) =" ^ (*(1/z) instead of z ^^^ -1*)
    95 " (let X = Take X_eq;" ^
    96 "      X' = Rewrite ruleZY False X;" ^ (*z * denominator*)
    97 "      X' = (Rewrite_Set norm_Rational False) X';" ^ (*simplify*)
    98 "      funterm = Take (rhs X');" ^ (*drop X' z = for equation solving*)
    99 "      denom = (Rewrite_Set partial_fraction False) funterm;" ^ (*get_denominator*)
   100 "      equ = (denom = (0::real));" ^
   101 "      fun_arg = Take (lhs X');" ^
   102 "      arg = (Rewrite_Set partial_fraction False) X';" ^ (*get_argument TODO*)
   103 "      (L_L::bool list) =                                    " ^
   104 "            (SubProblem (Test',                            " ^
   105 "                         [LINEAR,univariate,equation,test]," ^
   106 "                         [Test,solve_linear])              " ^
   107 "                        [BOOL equ, REAL z])              " ^
   108 "  in X)"
   109  ));
   110 *}
   111 ML {*
   112   store_met(
   113     prep_met thy "met_SP_Ztrans_inv" [] e_metID
   114     (["SignalProcessing",
   115       "Z_Transform",
   116       "Inverse"], 
   117      [
   118        ("#Given" ,["filterExpression X_eq"]),
   119        ("#Find"  ,["stepResponse n_eq"])
   120      ],
   121      {
   122        rew_ord'="tless_true",
   123        rls'= e_rls, calc = [],
   124        srls = srls_partial_fraction, 
   125        prls = e_rls,
   126        crls = e_rls, errpats = [], nrls = e_rls
   127      },
   128      "Script InverseZTransform (X_eq::bool) =                        "^
   129      (*(1/z) instead of z ^^^ -1*)
   130      "(let X = Take X_eq;                                            "^
   131      "      X' = Rewrite ruleZY False X;                             "^
   132      (*z * denominator*)
   133      "      (num_orig::real) = get_numerator (rhs X');               "^
   134      "      X' = (Rewrite_Set norm_Rational False) X';               "^
   135      (*simplify*)
   136      "      (X'_z::real) = lhs X';                                   "^
   137      "      (zzz::real) = argument_in X'_z;                          "^
   138      "      (funterm::real) = rhs X';                                "^
   139      (*drop X' z = for equation solving*)
   140      "      (denom::real) = get_denominator funterm;                 "^
   141      (*get_denominator*)
   142      "      (num::real) = get_numerator funterm;                     "^
   143      (*get_numerator*)
   144      "      (equ::bool) = (denom = (0::real));                       "^
   145      "      (L_L::bool list) = (SubProblem (PolyEq',                 "^
   146      "         [abcFormula,degree_2,polynomial,univariate,equation], "^
   147      "         [no_met])                                             "^
   148      "         [BOOL equ, REAL zzz]);                                "^
   149      "      (facs::real) = factors_from_solution L_L;                "^
   150      "      (eql::real) = Take (num_orig / facs);                    "^ 
   151 
   152      "      (eqr::real) = (Try (Rewrite_Set ansatz_rls False)) eql;  "^
   153 
   154      "      (eq::bool) = Take (eql = eqr);                           "^
   155      (*Maybe possible to use HOLogic.mk_eq ??*)
   156      "      eq = (Try (Rewrite_Set equival_trans False)) eq;         "^ 
   157 
   158      "      eq = drop_questionmarks eq;                              "^
   159      "      (z1::real) = (rhs (NTH 1 L_L));                          "^
   160      (* 
   161       * prepare equation for a - eq_a
   162       * therefor substitute z with solution 1 - z1
   163       *)
   164      "      (z2::real) = (rhs (NTH 2 L_L));                          "^
   165  
   166      "      (eq_a::bool) = Take eq;                                  "^
   167      "      eq_a = (Substitute [zzz=z1]) eq;                         "^
   168      "      eq_a = (Rewrite_Set norm_Rational False) eq_a;           "^
   169      "      (sol_a::bool list) =                                     "^
   170      "                 (SubProblem (Isac',                           "^
   171      "                              [univariate,equation],[no_met])  "^
   172      "                              [BOOL eq_a, REAL (A::real)]);    "^
   173      "      (a::real) = (rhs(NTH 1 sol_a));                          "^
   174 
   175      "      (eq_b::bool) = Take eq;                                  "^
   176      "      eq_b =  (Substitute [zzz=z2]) eq_b;                      "^
   177      "      eq_b = (Rewrite_Set norm_Rational False) eq_b;           "^
   178      "      (sol_b::bool list) =                                     "^
   179      "                 (SubProblem (Isac',                           "^
   180      "                              [univariate,equation],[no_met])  "^
   181      "                              [BOOL eq_b, REAL (B::real)]);    "^
   182      "      (b::real) = (rhs(NTH 1 sol_b));                          "^
   183 
   184      "      eqr = drop_questionmarks eqr;                            "^
   185      "      (pbz::real) = Take eqr;                                  "^
   186      "      pbz = ((Substitute [A=a, B=b]) pbz);                     "^
   187 
   188      "      pbz = Rewrite ruleYZ False pbz;                          "^
   189      "      pbz = drop_questionmarks pbz;                            "^
   190 
   191      "      (X_z::bool) = Take (X_z = pbz);                          "^
   192      "      (n_eq::bool) = (Rewrite_Set inverse_z False) X_z;        "^
   193      "      n_eq = drop_questionmarks n_eq                           "^
   194      "in n_eq)" 
   195     )
   196            );
   197 
   198 store_met (prep_met thy "met_SP_Ztrans_inv_sub" [] e_metID
   199   (["SignalProcessing", "Z_Transform", "Inverse_sub"], 
   200    [("#Given" ,["filterExpression X_eq"]),
   201     ("#Find"  ,["stepResponse n_eq"])],
   202    {rew_ord'="tless_true",
   203     rls'= e_rls, calc = [],
   204     srls = Rls {id="srls_partial_fraction", 
   205       preconds = [],
   206       rew_ord = ("termlessI",termlessI),
   207       erls = append_rls "erls_in_srls_partial_fraction" e_rls
   208        [(*for asm in NTH_CONS ...*)
   209         Calc ("Orderings.ord_class.less",eval_equ "#less_"),
   210         (*2nd NTH_CONS pushes n+-1 into asms*)
   211         Calc("Groups.plus_class.plus", eval_binop "#add_")], 
   212         srls = Erls, calc = [], errpatts = [],
   213         rules = [
   214           Thm ("NTH_CONS",num_str @{thm NTH_CONS}),
   215           Calc("Groups.plus_class.plus", eval_binop "#add_"),
   216           Thm ("NTH_NIL",num_str @{thm NTH_NIL}),
   217           Calc("Tools.lhs", eval_lhs "eval_lhs_"),
   218           Calc("Tools.rhs", eval_rhs"eval_rhs_"),
   219           Calc("Atools.argument'_in", eval_argument_in "Atools.argument'_in"),
   220           Calc("Rational.get_denominator", eval_get_denominator "#get_denominator"),
   221           Calc("Rational.get_numerator", eval_get_numerator "#get_numerator"),
   222           Calc("Partial_Fractions.factors_from_solution",
   223             eval_factors_from_solution "#factors_from_solution"),
   224           Calc("Partial_Fractions.drop_questionmarks", eval_drop_questionmarks "#drop_?")],
   225           scr = EmptyScr},
   226     prls = e_rls, crls = e_rls, errpats = [], nrls = norm_Rational},
   227    "Script InverseZTransform (X_eq::bool) =            "^(*([], Frm), Problem (Isac, [Inverse, Z_Transform, SignalProcessing])*)
   228    "(let X = Take X_eq;                                "^(*([1], Frm), X z = 3 / (z - 1 / 4 + -1 / 8 * (1 / z))*)
   229    "  X' = Rewrite ruleZY False X;                     "^(*([1], Res), ?X' z = 3 / (z * (z - 1 / 4 + -1 / 8 * (1 / z)))*)
   230    "  (X'_z::real) = lhs X';                           "^(*            ?X' z*)
   231    "  (zzz::real) = argument_in X'_z;                  "^(*            z *)
   232    "  (funterm::real) = rhs X';                        "^(*            3 / (z * (z - 1 / 4 + -1 / 8 * (1 / z)))*)
   233 
   234    "  (pbz::real) = (SubProblem (Isac',                "^(**)
   235    "    [partial_fraction,rational,simplification],    "^
   236    "    [simplification,of_rationals,to_partial_fraction]) "^
   237    "    [REAL funterm, REAL zzz]);                     "^(*([2], Res), 4 / (z - 1 / 2) + -4 / (z - -1 / 4)*)
   238 
   239    "  (pbz_eq::bool) = Take (X'_z = pbz);              "^(*([3], Frm), ?X' z = 4 / (z - 1 / 2) + -4 / (z - -1 / 4)*)
   240    "  pbz_eq = Rewrite ruleYZ False pbz_eq;            "^(*([3], Res), ?X' z = 4 * (?z / (z - 1 / 2)) + -4 * (?z / (z - -1 / 4))*)
   241    "  pbz_eq = drop_questionmarks pbz_eq;              "^(*               4 * (z / (z - 1 / 2)) + -4 * (z / (z - -1 / 4))*)
   242    "  (X_zeq::bool) = Take (X_z = rhs pbz_eq);         "^(*([4], Frm), X_z = 4 * (z / (z - 1 / 2)) + -4 * (z / (z - -1 / 4))*)
   243    "  n_eq = (Rewrite_Set inverse_z False) X_zeq;      "^(*([4], Res), X_z = 4 * (1 / 2) ^^^ ?n * ?u [?n] + -4 * (-1 / 4) ^^^ ?n * ?u [?n]*)
   244    "  n_eq = drop_questionmarks n_eq                   "^(*            X_z = 4 * (1 / 2) ^^^ n * u [n] + -4 * (-1 / 4) ^^^ n * u [n]*)
   245    "in n_eq)"                                            (*([], Res), X_z = 4 * (1 / 2) ^^^ n * u [n] + -4 * (-1 / 4) ^^^ n * u [n]*)
   246   ));
   247 
   248 *}
   249 setup {* KEStore_Elems.add_mets
   250   [prep_met thy "met_SP" [] e_metID
   251       (["SignalProcessing"], [],
   252         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls, crls = e_rls,
   253           errpats = [], nrls = e_rls}, "empty_script"),
   254     prep_met thy "met_SP_Ztrans" [] e_metID
   255       (["SignalProcessing", "Z_Transform"], [],
   256         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls, crls = e_rls,
   257           errpats = [], nrls = e_rls}, "empty_script"),
   258     prep_met thy "met_SP_Ztrans_inv" [] e_metID
   259       (["SignalProcessing", "Z_Transform", "Inverse"], 
   260         [("#Given" ,["filterExpression (X_eq::bool)"]),
   261           ("#Find"  ,["stepResponse (n_eq::bool)"])],
   262         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = e_rls, prls = e_rls, crls = e_rls,
   263           errpats = [], nrls = e_rls},
   264         "Script InverseZTransform (X_eq::bool) =" ^ (*(1/z) instead of z ^^^ -1*)
   265           " (let X = Take X_eq;" ^
   266           "      X' = Rewrite ruleZY False X;" ^ (*z * denominator*)
   267           "      X' = (Rewrite_Set norm_Rational False) X';" ^ (*simplify*)
   268           "      funterm = Take (rhs X');" ^ (*drop X' z = for equation solving*)
   269           "      denom = (Rewrite_Set partial_fraction False) funterm;" ^ (*get_denominator*)
   270           "      equ = (denom = (0::real));" ^
   271           "      fun_arg = Take (lhs X');" ^
   272           "      arg = (Rewrite_Set partial_fraction False) X';" ^ (*get_argument TODO*)
   273           "      (L_L::bool list) =                                    " ^
   274           "            (SubProblem (Test',                            " ^
   275           "                         [LINEAR,univariate,equation,test]," ^
   276           "                         [Test,solve_linear])              " ^
   277           "                        [BOOL equ, REAL z])              " ^
   278           "  in X)"),
   279     prep_met thy "met_SP_Ztrans_inv" [] e_metID
   280       (["SignalProcessing", "Z_Transform", "Inverse"], 
   281         [("#Given" ,["filterExpression X_eq"]),
   282           ("#Find"  ,["stepResponse n_eq"])],
   283         {rew_ord'="tless_true", rls'= e_rls, calc = [], srls = srls_partial_fraction, prls = e_rls,
   284           crls = e_rls, errpats = [], nrls = e_rls},
   285         "Script InverseZTransform (X_eq::bool) =                        "^
   286            (*(1/z) instead of z ^^^ -1*)
   287            "(let X = Take X_eq;                                            "^
   288            "      X' = Rewrite ruleZY False X;                             "^
   289            (*z * denominator*)
   290            "      (num_orig::real) = get_numerator (rhs X');               "^
   291            "      X' = (Rewrite_Set norm_Rational False) X';               "^
   292            (*simplify*)
   293            "      (X'_z::real) = lhs X';                                   "^
   294            "      (zzz::real) = argument_in X'_z;                          "^
   295            "      (funterm::real) = rhs X';                                "^
   296            (*drop X' z = for equation solving*)
   297            "      (denom::real) = get_denominator funterm;                 "^
   298            (*get_denominator*)
   299            "      (num::real) = get_numerator funterm;                     "^
   300            (*get_numerator*)
   301            "      (equ::bool) = (denom = (0::real));                       "^
   302            "      (L_L::bool list) = (SubProblem (PolyEq',                 "^
   303            "         [abcFormula,degree_2,polynomial,univariate,equation], "^
   304            "         [no_met])                                             "^
   305            "         [BOOL equ, REAL zzz]);                                "^
   306            "      (facs::real) = factors_from_solution L_L;                "^
   307            "      (eql::real) = Take (num_orig / facs);                    "^ 
   308       
   309            "      (eqr::real) = (Try (Rewrite_Set ansatz_rls False)) eql;  "^
   310       
   311            "      (eq::bool) = Take (eql = eqr);                           "^
   312            (*Maybe possible to use HOLogic.mk_eq ??*)
   313            "      eq = (Try (Rewrite_Set equival_trans False)) eq;         "^ 
   314       
   315            "      eq = drop_questionmarks eq;                              "^
   316            "      (z1::real) = (rhs (NTH 1 L_L));                          "^
   317            (* 
   318             * prepare equation for a - eq_a
   319             * therefor substitute z with solution 1 - z1
   320             *)
   321            "      (z2::real) = (rhs (NTH 2 L_L));                          "^
   322        
   323            "      (eq_a::bool) = Take eq;                                  "^
   324            "      eq_a = (Substitute [zzz=z1]) eq;                         "^
   325            "      eq_a = (Rewrite_Set norm_Rational False) eq_a;           "^
   326            "      (sol_a::bool list) =                                     "^
   327            "                 (SubProblem (Isac',                           "^
   328            "                              [univariate,equation],[no_met])  "^
   329            "                              [BOOL eq_a, REAL (A::real)]);    "^
   330            "      (a::real) = (rhs(NTH 1 sol_a));                          "^
   331       
   332            "      (eq_b::bool) = Take eq;                                  "^
   333            "      eq_b =  (Substitute [zzz=z2]) eq_b;                      "^
   334            "      eq_b = (Rewrite_Set norm_Rational False) eq_b;           "^
   335            "      (sol_b::bool list) =                                     "^
   336            "                 (SubProblem (Isac',                           "^
   337            "                              [univariate,equation],[no_met])  "^
   338            "                              [BOOL eq_b, REAL (B::real)]);    "^
   339            "      (b::real) = (rhs(NTH 1 sol_b));                          "^
   340       
   341            "      eqr = drop_questionmarks eqr;                            "^
   342            "      (pbz::real) = Take eqr;                                  "^
   343            "      pbz = ((Substitute [A=a, B=b]) pbz);                     "^
   344       
   345            "      pbz = Rewrite ruleYZ False pbz;                          "^
   346            "      pbz = drop_questionmarks pbz;                            "^
   347       
   348            "      (X_z::bool) = Take (X_z = pbz);                          "^
   349            "      (n_eq::bool) = (Rewrite_Set inverse_z False) X_z;        "^
   350            "      n_eq = drop_questionmarks n_eq                           "^
   351            "in n_eq)"),
   352     prep_met thy "met_SP_Ztrans_inv_sub" [] e_metID
   353       (["SignalProcessing", "Z_Transform", "Inverse_sub"], 
   354         [("#Given" ,["filterExpression X_eq"]),
   355           ("#Find"  ,["stepResponse n_eq"])],
   356         {rew_ord'="tless_true", rls'= e_rls, calc = [],
   357           srls = Rls {id="srls_partial_fraction", 
   358               preconds = [], rew_ord = ("termlessI",termlessI),
   359               erls = append_rls "erls_in_srls_partial_fraction" e_rls
   360                   [(*for asm in NTH_CONS ...*)
   361                     Calc ("Orderings.ord_class.less",eval_equ "#less_"),
   362                     (*2nd NTH_CONS pushes n+-1 into asms*)
   363                     Calc("Groups.plus_class.plus", eval_binop "#add_")], 
   364               srls = Erls, calc = [], errpatts = [],
   365               rules = [Thm ("NTH_CONS",num_str @{thm NTH_CONS}),
   366                   Calc ("Groups.plus_class.plus", eval_binop "#add_"),
   367                   Thm ("NTH_NIL",num_str @{thm NTH_NIL}),
   368                   Calc ("Tools.lhs", eval_lhs "eval_lhs_"),
   369                   Calc ("Tools.rhs", eval_rhs"eval_rhs_"),
   370                   Calc ("Atools.argument'_in", eval_argument_in "Atools.argument'_in"),
   371                   Calc ("Rational.get_denominator", eval_get_denominator "#get_denominator"),
   372                   Calc ("Rational.get_numerator", eval_get_numerator "#get_numerator"),
   373                   Calc ("Partial_Fractions.factors_from_solution",
   374                     eval_factors_from_solution "#factors_from_solution"),
   375                   Calc("Partial_Fractions.drop_questionmarks", eval_drop_questionmarks "#drop_?")],
   376               scr = EmptyScr},
   377           prls = e_rls, crls = e_rls, errpats = [], nrls = norm_Rational},
   378         (*([], Frm), Problem (Isac, [Inverse, Z_Transform, SignalProcessing])*)
   379         "Script InverseZTransform (X_eq::bool) =            "^
   380           (*([1], Frm), X z = 3 / (z - 1 / 4 + -1 / 8 * (1 / z))*)
   381           "(let X = Take X_eq;                                "^
   382           (*([1], Res), ?X' z = 3 / (z * (z - 1 / 4 + -1 / 8 * (1 / z)))*)
   383           "  X' = Rewrite ruleZY False X;                     "^
   384           (*            ?X' z*)
   385           "  (X'_z::real) = lhs X';                           "^
   386           (*            z *)
   387           "  (zzz::real) = argument_in X'_z;                  "^
   388           (*            3 / (z * (z - 1 / 4 + -1 / 8 * (1 / z)))*)
   389           "  (funterm::real) = rhs X';                        "^
   390 
   391           "  (pbz::real) = (SubProblem (Isac',                "^
   392           "    [partial_fraction,rational,simplification],    "^
   393           "    [simplification,of_rationals,to_partial_fraction]) "^
   394           (*([2], Res), 4 / (z - 1 / 2) + -4 / (z - -1 / 4)*)
   395           "    [REAL funterm, REAL zzz]);                     "^
   396 
   397           (*([3], Frm), ?X' z = 4 / (z - 1 / 2) + -4 / (z - -1 / 4)*)
   398           "  (pbz_eq::bool) = Take (X'_z = pbz);              "^
   399           (*([3], Res), ?X' z = 4 * (?z / (z - 1 / 2)) + -4 * (?z / (z - -1 / 4))*)
   400           "  pbz_eq = Rewrite ruleYZ False pbz_eq;            "^
   401           (*               4 * (z / (z - 1 / 2)) + -4 * (z / (z - -1 / 4))*)
   402           "  pbz_eq = drop_questionmarks pbz_eq;              "^
   403           (*([4], Frm), X_z = 4 * (z / (z - 1 / 2)) + -4 * (z / (z - -1 / 4))*)
   404           "  (X_zeq::bool) = Take (X_z = rhs pbz_eq);         "^
   405           (*([4], Res), X_z = 4 * (1 / 2) ^^^ ?n * ?u [?n] + -4 * (-1 / 4) ^^^ ?n * ?u [?n]*)
   406           "  n_eq = (Rewrite_Set inverse_z False) X_zeq;      "^
   407           (*            X_z = 4 * (1 / 2) ^^^ n * u [n] + -4 * (-1 / 4) ^^^ n * u [n]*)
   408           "  n_eq = drop_questionmarks n_eq                   "^
   409           (*([], Res), X_z = 4 * (1 / 2) ^^^ n * u [n] + -4 * (-1 / 4) ^^^ n * u [n]*)
   410           "in n_eq)")]
   411 *}
   412 
   413 end
   414