src/HOL/Matrix_LP/ComputeFloat.thy
author wenzelm
Sun, 31 Dec 2023 19:24:37 +0100
changeset 79409 e1895596e1b9
parent 69605 a96320074298
permissions -rw-r--r--
minor performance tuning: proper Same.operation; clarified modules;
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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(*  Title:      HOL/Matrix_LP/ComputeFloat.thy
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    Author:     Steven Obua
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*)
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section \<open>Floating Point Representation of the Reals\<close>
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theory ComputeFloat
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imports Complex_Main "HOL-Library.Lattice_Algebras"
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begin
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ML_file \<open>~~/src/Tools/float.ML\<close>
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61609
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(*FIXME surely floor should be used? This file is full of redundant material.*)
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definition int_of_real :: "real \<Rightarrow> int"
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  where "int_of_real x = (SOME y. real_of_int y = x)"
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definition real_is_int :: "real \<Rightarrow> bool"
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  where "real_is_int x = (\<exists>(u::int). x = real_of_int u)"
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lemma real_is_int_def2: "real_is_int x = (x = real_of_int (int_of_real x))"
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  by (auto simp add: real_is_int_def int_of_real_def)
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lemma real_is_int_real[simp]: "real_is_int (real_of_int (x::int))"
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by (auto simp add: real_is_int_def int_of_real_def)
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parents:
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paulson <lp15@cam.ac.uk>
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lemma int_of_real_real[simp]: "int_of_real (real_of_int x) = x"
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by (simp add: int_of_real_def)
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77b453bd616f Coercion "real" now has type nat => real only and is no longer overloaded. Type class "real_of" is gone. Many duplicate theorems removed.
paulson <lp15@cam.ac.uk>
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lemma real_int_of_real[simp]: "real_is_int x \<Longrightarrow> real_of_int (int_of_real x) = x"
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by (auto simp add: int_of_real_def real_is_int_def)
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lemma real_is_int_add_int_of_real: "real_is_int a \<Longrightarrow> real_is_int b \<Longrightarrow> (int_of_real (a+b)) = (int_of_real a) + (int_of_real b)"
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by (auto simp add: int_of_real_def real_is_int_def)
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lemma real_is_int_add[simp]: "real_is_int a \<Longrightarrow> real_is_int b \<Longrightarrow> real_is_int (a+b)"
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apply (subst real_is_int_def2)
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apply (simp add: real_is_int_add_int_of_real real_int_of_real)
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done
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lemma int_of_real_sub: "real_is_int a \<Longrightarrow> real_is_int b \<Longrightarrow> (int_of_real (a-b)) = (int_of_real a) - (int_of_real b)"
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by (auto simp add: int_of_real_def real_is_int_def)
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lemma real_is_int_sub[simp]: "real_is_int a \<Longrightarrow> real_is_int b \<Longrightarrow> real_is_int (a-b)"
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apply (subst real_is_int_def2)
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apply (simp add: int_of_real_sub real_int_of_real)
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done
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lemma real_is_int_rep: "real_is_int x \<Longrightarrow> \<exists>!(a::int). real_of_int a = x"
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by (auto simp add: real_is_int_def)
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lemma int_of_real_mult:
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  assumes "real_is_int a" "real_is_int b"
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    54
  shows "(int_of_real (a*b)) = (int_of_real a) * (int_of_real b)"
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parents: 42676
diff changeset
    55
  using assms
61609
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paulson <lp15@cam.ac.uk>
parents: 60017
diff changeset
    56
  by (auto simp add: real_is_int_def of_int_mult[symmetric]
77b453bd616f Coercion "real" now has type nat => real only and is no longer overloaded. Type class "real_of" is gone. Many duplicate theorems removed.
paulson <lp15@cam.ac.uk>
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           simp del: of_int_mult)
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lemma real_is_int_mult[simp]: "real_is_int a \<Longrightarrow> real_is_int b \<Longrightarrow> real_is_int (a*b)"
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    60
apply (subst real_is_int_def2)
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apply (simp add: int_of_real_mult)
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done
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lemma real_is_int_0[simp]: "real_is_int (0::real)"
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    65
by (simp add: real_is_int_def int_of_real_def)
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    66
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lemma real_is_int_1[simp]: "real_is_int (1::real)"
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parents:
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    68
proof -
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77b453bd616f Coercion "real" now has type nat => real only and is no longer overloaded. Type class "real_of" is gone. Many duplicate theorems removed.
paulson <lp15@cam.ac.uk>
parents: 60017
diff changeset
    69
  have "real_is_int (1::real) = real_is_int(real_of_int (1::int))" by auto
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parents:
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    70
  also have "\<dots> = True" by (simp only: real_is_int_real)
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    71
  ultimately show ?thesis by auto
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qed
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lemma real_is_int_n1: "real_is_int (-1::real)"
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proof -
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paulson <lp15@cam.ac.uk>
parents: 60017
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    76
  have "real_is_int (-1::real) = real_is_int(real_of_int (-1::int))" by auto
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parents:
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  also have "\<dots> = True" by (simp only: real_is_int_real)
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parents:
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    78
  ultimately show ?thesis by auto
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parents:
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qed
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parents:
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    80
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lemma real_is_int_numeral[simp]: "real_is_int (numeral x)"
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    82
  by (auto simp: real_is_int_def intro!: exI[of _ "numeral x"])
2a1953f0d20d merged fork with new numeral representation (see NEWS)
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    83
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03ff4d1e6784 eliminiated neg_numeral in favour of - (numeral _)
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    84
lemma real_is_int_neg_numeral[simp]: "real_is_int (- numeral x)"
03ff4d1e6784 eliminiated neg_numeral in favour of - (numeral _)
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parents: 48891
diff changeset
    85
  by (auto simp: real_is_int_def intro!: exI[of _ "- numeral x"])
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parents:
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    86
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    87
lemma int_of_real_0[simp]: "int_of_real (0::real) = (0::int)"
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parents:
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    88
by (simp add: int_of_real_def)
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parents:
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    89
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lemma int_of_real_1[simp]: "int_of_real (1::real) = (1::int)"
19765
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parents: 16890
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    91
proof -
61609
77b453bd616f Coercion "real" now has type nat => real only and is no longer overloaded. Type class "real_of" is gone. Many duplicate theorems removed.
paulson <lp15@cam.ac.uk>
parents: 60017
diff changeset
    92
  have 1: "(1::real) = real_of_int (1::int)" by auto
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parents:
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    93
  show ?thesis by (simp only: 1 int_of_real_real)
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parents:
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    94
qed
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parents:
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    95
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huffman
parents: 46988
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    96
lemma int_of_real_numeral[simp]: "int_of_real (numeral b) = numeral b"
61609
77b453bd616f Coercion "real" now has type nat => real only and is no longer overloaded. Type class "real_of" is gone. Many duplicate theorems removed.
paulson <lp15@cam.ac.uk>
parents: 60017
diff changeset
    97
  unfolding int_of_real_def by simp
47108
2a1953f0d20d merged fork with new numeral representation (see NEWS)
huffman
parents: 46988
diff changeset
    98
54489
03ff4d1e6784 eliminiated neg_numeral in favour of - (numeral _)
haftmann
parents: 48891
diff changeset
    99
lemma int_of_real_neg_numeral[simp]: "int_of_real (- numeral b) = - numeral b"
45495
c55a07526dbe cleaned up float theories; removed duplicate definitions and theorems
hoelzl
parents: 42676
diff changeset
   100
  unfolding int_of_real_def
61609
77b453bd616f Coercion "real" now has type nat => real only and is no longer overloaded. Type class "real_of" is gone. Many duplicate theorems removed.
paulson <lp15@cam.ac.uk>
parents: 60017
diff changeset
   101
  by (metis int_of_real_def int_of_real_real of_int_minus of_int_of_nat_eq of_nat_numeral) 
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parents: 16890
diff changeset
   102
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   103
lemma int_div_zdiv: "int (a div b) = (int a) div (int b)"
23431
25ca91279a9b change simp rules for of_nat to work like int did previously (reorient of_nat_Suc, remove of_nat_mult [simp]); preserve original variable names in legacy int theorems
huffman
parents: 23365
diff changeset
   104
by (rule zdiv_int)
16782
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parents:
diff changeset
   105
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parents:
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   106
lemma int_mod_zmod: "int (a mod b) = (int a) mod (int b)"
23431
25ca91279a9b change simp rules for of_nat to work like int did previously (reorient of_nat_Suc, remove of_nat_mult [simp]); preserve original variable names in legacy int theorems
huffman
parents: 23365
diff changeset
   107
by (rule zmod_int)
16782
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parents:
diff changeset
   108
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parents: 61609
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   109
lemma abs_div_2_less: "a \<noteq> 0 \<Longrightarrow> a \<noteq> -1 \<Longrightarrow> \<bar>(a::int) div 2\<bar> < \<bar>a\<bar>"
16782
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parents:
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   110
by arith
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parents:
diff changeset
   111
47108
2a1953f0d20d merged fork with new numeral representation (see NEWS)
huffman
parents: 46988
diff changeset
   112
lemma norm_0_1: "(1::_::numeral) = Numeral1"
16782
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obua
parents:
diff changeset
   113
  by auto
19765
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wenzelm
parents: 16890
diff changeset
   114
16782
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obua
parents:
diff changeset
   115
lemma add_left_zero: "0 + a = (a::'a::comm_monoid_add)"
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   116
  by simp
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   117
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parents:
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   118
lemma add_right_zero: "a + 0 = (a::'a::comm_monoid_add)"
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obua
parents:
diff changeset
   119
  by simp
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   120
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   121
lemma mult_left_one: "1 * a = (a::'a::semiring_1)"
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   122
  by simp
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obua
parents:
diff changeset
   123
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   124
lemma mult_right_one: "a * 1 = (a::'a::semiring_1)"
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   125
  by simp
b214f21ae396 - use TableFun instead of homebrew binary tree in am_interpreter.ML
obua
parents:
diff changeset
   126
47108
2a1953f0d20d merged fork with new numeral representation (see NEWS)
huffman
parents: 46988
diff changeset
   127
lemma int_pow_0: "(a::int)^0 = 1"
16782
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obua
parents:
diff changeset
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  by simp
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lemma int_pow_1: "(a::int)^(Numeral1) = a"
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  by simp
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lemma one_eq_Numeral1_nring: "(1::'a::numeral) = Numeral1"
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  by simp
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lemma one_eq_Numeral1_nat: "(1::nat) = Numeral1"
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  by simp
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lemma zpower_Pls: "(z::int)^0 = Numeral1"
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lemma fst_cong: "a=a' \<Longrightarrow> fst (a,b) = fst (a',b)"
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lemma snd_cong: "b=b' \<Longrightarrow> snd (a,b) = snd (a,b')"
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lemma lift_bool: "x \<Longrightarrow> x=True"
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lemma nlift_bool: "~x \<Longrightarrow> x=False"
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lemma not_false_eq_true: "(~ False) = True" by simp
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lemma not_true_eq_false: "(~ True) = False" by simp
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lemmas powerarith = nat_numeral power_numeral_even
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  power_numeral_odd zpower_Pls
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definition float :: "(int \<times> int) \<Rightarrow> real" where
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  "float = (\<lambda>(a, b). real_of_int a * 2 powr real_of_int b)"
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lemma float_add_l0: "float (0, e) + x = x"
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  by (simp add: float_def)
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lemma float_add_r0: "x + float (0, e) = x"
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  by (simp add: float_def)
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lemma float_add:
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  "float (a1, e1) + float (a2, e2) =
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  (if e1<=e2 then float (a1+a2*2^(nat(e2-e1)), e1) else float (a1*2^(nat (e1-e2))+a2, e2))"
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  by (simp add: float_def algebra_simps powr_realpow[symmetric] powr_diff)
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lemma float_mult_l0: "float (0, e) * x = float (0, 0)"
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  by (simp add: float_def)
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lemma float_mult_r0: "x * float (0, e) = float (0, 0)"
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  by (simp add: float_def)
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lemma float_mult:
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  "float (a1, e1) * float (a2, e2) = (float (a1 * a2, e1 + e2))"
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  by (simp add: float_def powr_add)
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lemma float_minus:
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  "- (float (a,b)) = float (-a, b)"
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  by (simp add: float_def)
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lemma zero_le_float:
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  "(0 <= float (a,b)) = (0 <= a)"
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  by (simp add: float_def zero_le_mult_iff)
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lemma float_le_zero:
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  "(float (a,b) <= 0) = (a <= 0)"
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  by (simp add: float_def mult_le_0_iff)
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lemma float_abs:
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  "\<bar>float (a,b)\<bar> = (if 0 <= a then (float (a,b)) else (float (-a,b)))"
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b785d6d06430 Overloading of ln and powr, but "approximation" no longer works for powr. Code generation also fails due to type ambiguity in scala.
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  by (simp add: float_def abs_if mult_less_0_iff not_less)
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lemma float_zero:
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  "float (0, b) = 0"
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  by (simp add: float_def)
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lemma float_pprt:
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  "pprt (float (a, b)) = (if 0 <= a then (float (a,b)) else (float (0, b)))"
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  by (auto simp add: zero_le_float float_le_zero float_zero)
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lemma float_nprt:
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  "nprt (float (a, b)) = (if 0 <= a then (float (0,b)) else (float (a, b)))"
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  by (auto simp add: zero_le_float float_le_zero float_zero)
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definition lbound :: "real \<Rightarrow> real"
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  where "lbound x = min 0 x"
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definition ubound :: "real \<Rightarrow> real"
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  where "ubound x = max 0 x"
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lemma lbound: "lbound x \<le> x"   
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  by (simp add: lbound_def)
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lemma ubound: "x \<le> ubound x"
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  by (simp add: ubound_def)
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lemma pprt_lbound: "pprt (lbound x) = float (0, 0)"
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  by (auto simp: float_def lbound_def)
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lemma nprt_ubound: "nprt (ubound x) = float (0, 0)"
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  by (auto simp: float_def ubound_def)
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lemmas floatarith[simplified norm_0_1] = float_add float_add_l0 float_add_r0 float_mult float_mult_l0 float_mult_r0 
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          float_minus float_abs zero_le_float float_pprt float_nprt pprt_lbound nprt_ubound
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(* for use with the compute oracle *)
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lemmas arith = arith_simps rel_simps diff_nat_numeral nat_0
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  nat_neg_numeral powerarith floatarith not_false_eq_true not_true_eq_false
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a96320074298 isabelle update -u path_cartouches;
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ML_file \<open>float_arith.ML\<close>
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end