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1497 lemma big_sum_in_bigo: |
1497 lemma big_sum_in_bigo: |
1498 assumes "\<And>x. x \<in> A \<Longrightarrow> f x \<in> O[F](g)" |
1498 assumes "\<And>x. x \<in> A \<Longrightarrow> f x \<in> O[F](g)" |
1499 shows "(\<lambda>x. sum (\<lambda>y. f y x) A) \<in> O[F](g)" |
1499 shows "(\<lambda>x. sum (\<lambda>y. f y x) A) \<in> O[F](g)" |
1500 using assms by (induction A rule: infinite_finite_induct) (auto intro: sum_in_bigo) |
1500 using assms by (induction A rule: infinite_finite_induct) (auto intro: sum_in_bigo) |
1501 |
1501 |
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1502 lemma le_imp_bigo_real: |
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1503 assumes "c \<ge> 0" "eventually (\<lambda>x. f x \<le> c * (g x :: real)) F" "eventually (\<lambda>x. 0 \<le> f x) F" |
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1504 shows "f \<in> O[F](g)" |
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1505 proof - |
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1506 have "eventually (\<lambda>x. norm (f x) \<le> c * norm (g x)) F" |
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1507 using assms(2,3) |
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1508 proof eventually_elim |
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1509 case (elim x) |
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1510 have "norm (f x) \<le> c * g x" using elim by simp |
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1511 also have "\<dots> \<le> c * norm (g x)" by (intro mult_left_mono assms) auto |
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1512 finally show ?case . |
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1513 qed |
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1514 thus ?thesis by (intro bigoI[of _ c]) auto |
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1515 qed |
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1516 |
1502 context landau_symbol |
1517 context landau_symbol |
1503 begin |
1518 begin |
1504 |
1519 |
1505 lemma mult_cancel_left: |
1520 lemma mult_cancel_left: |
1506 assumes "f1 \<in> \<Theta>[F](g1)" and "eventually (\<lambda>x. g1 x \<noteq> 0) F" |
1521 assumes "f1 \<in> \<Theta>[F](g1)" and "eventually (\<lambda>x. g1 x \<noteq> 0) F" |