/
infinite_sum.lean
646 lines (532 loc) · 28.3 KB
/
infinite_sum.lean
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
/-
Copyright (c) 2017 Johannes Hölzl. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Johannes Hölzl
Infinite sum over a topological monoid
This sum is known as unconditionally convergent, as it sums to the same value under all possible
permutations. For Euclidean spaces (finite dimensional Banach spaces) this is equivalent to absolute
convergence.
Note: There are summable sequences which are not unconditionally convergent! The other way holds
generally, see `tendsto_sum_nat_of_has_sum`.
Reference:
* Bourbaki: General Topology (1995), Chapter 3 §5 (Infinite sums in commutative groups)
-/
import logic.function algebra.big_operators data.set.lattice data.finset
topology.metric_space.basic topology.algebra.uniform_group topology.algebra.ring
topology.algebra.ordered topology.instances.real
noncomputable theory
open lattice finset filter function classical
open_locale topological_space
local attribute [instance] classical.prop_decidable -- TODO: use "open_locale classical"
def option.cases_on' {α β} : option α → β → (α → β) → β
| none n s := n
| (some a) n s := s a
variables {α : Type*} {β : Type*} {γ : Type*}
section has_sum
variables [add_comm_monoid α] [topological_space α]
/-- Infinite sum on a topological monoid
The `at_top` filter on `finset α` is the limit of all finite sets towards the entire type. So we sum
up bigger and bigger sets. This sum operation is still invariant under reordering, and a absolute
sum operator.
This is based on Mario Carneiro's infinite sum in Metamath.
For the definition or many statements, α does not need to be a topological monoid. We only add
this assumption later, for the lemmas where it is relevant.
-/
def has_sum (f : β → α) (a : α) : Prop := tendsto (λs:finset β, s.sum f) at_top (𝓝 a)
/-- `summable f` means that `f` has some (infinite) sum. Use `tsum` to get the value. -/
def summable (f : β → α) : Prop := ∃a, has_sum f a
/-- `tsum f` is the sum of `f` it exists, or 0 otherwise -/
def tsum (f : β → α) := if h : summable f then classical.some h else 0
notation `∑` binders `, ` r:(scoped f, tsum f) := r
variables {f g : β → α} {a b : α} {s : finset β}
lemma has_sum_tsum (ha : summable f) : has_sum f (∑b, f b) :=
by simp [ha, tsum]; exact some_spec ha
lemma summable_spec (ha : has_sum f a) : summable f := ⟨a, ha⟩
/-- Constant zero function has sum `0` -/
lemma has_sum_zero : has_sum (λb, 0 : β → α) 0 :=
by simp [has_sum, tendsto_const_nhds]
lemma summable_zero : summable (λb, 0 : β → α) := summable_spec has_sum_zero
/-- If a function `f` vanishes outside of a finite set `s`, then it `has_sum` `s.sum f`. -/
lemma has_sum_sum_of_ne_finset_zero (hf : ∀b∉s, f b = 0) : has_sum f (s.sum f) :=
tendsto_infi' s $ tendsto.congr'
(assume t (ht : s ⊆ t), show s.sum f = t.sum f, from sum_subset ht $ assume x _, hf _)
tendsto_const_nhds
lemma has_sum_fintype [fintype β] (f : β → α) : has_sum f (finset.univ.sum f) :=
has_sum_sum_of_ne_finset_zero $ λ a h, h.elim (mem_univ _)
lemma summable_sum_of_ne_finset_zero (hf : ∀b∉s, f b = 0) : summable f :=
summable_spec $ has_sum_sum_of_ne_finset_zero hf
lemma has_sum_single {f : β → α} (b : β) (hf : ∀b' ≠ b, f b' = 0) :
has_sum f (f b) :=
suffices has_sum f (({b} : finset β).sum f),
by simpa using this,
has_sum_sum_of_ne_finset_zero $ by simpa [hf]
lemma has_sum_ite_eq (b : β) (a : α) : has_sum (λb', if b' = b then a else 0) a :=
begin
convert has_sum_single b _,
{ exact (if_pos rfl).symm },
assume b' hb',
exact if_neg hb'
end
lemma has_sum_of_iso {j : γ → β} {i : β → γ}
(hf : has_sum f a) (h₁ : ∀x, i (j x) = x) (h₂ : ∀x, j (i x) = x) : has_sum (f ∘ j) a :=
have ∀x y, j x = j y → x = y,
from assume x y h,
have i (j x) = i (j y), by rw [h],
by rwa [h₁, h₁] at this,
have (λs:finset γ, s.sum (f ∘ j)) = (λs:finset β, s.sum f) ∘ (λs:finset γ, s.image j),
from funext $ assume s, (sum_image $ assume x _ y _, this x y).symm,
show tendsto (λs:finset γ, s.sum (f ∘ j)) at_top (𝓝 a),
by rw [this]; apply hf.comp (tendsto_finset_image_at_top_at_top h₂)
lemma has_sum_iff_has_sum_of_iso {j : γ → β} (i : β → γ)
(h₁ : ∀x, i (j x) = x) (h₂ : ∀x, j (i x) = x) :
has_sum (f ∘ j) a ↔ has_sum f a :=
iff.intro
(assume hfj,
have has_sum ((f ∘ j) ∘ i) a, from has_sum_of_iso hfj h₂ h₁,
by simp [(∘), h₂] at this; assumption)
(assume hf, has_sum_of_iso hf h₁ h₂)
lemma has_sum_hom (g : α → γ) [add_comm_monoid γ] [topological_space γ]
[is_add_monoid_hom g] (h₃ : continuous g) (hf : has_sum f a) :
has_sum (g ∘ f) (g a) :=
have (λs:finset β, s.sum (g ∘ f)) = g ∘ (λs:finset β, s.sum f),
from funext $ assume s, s.sum_hom g,
show tendsto (λs:finset β, s.sum (g ∘ f)) at_top (𝓝 (g a)),
by rw [this]; exact tendsto.comp (continuous_iff_continuous_at.mp h₃ a) hf
/-- If `f : ℕ → α` has sum `a`, then the partial sums `∑_{i=0}^{n-1} f i` converge to `a`. -/
lemma tendsto_sum_nat_of_has_sum {f : ℕ → α} (h : has_sum f a) :
tendsto (λn:ℕ, (range n).sum f) at_top (𝓝 a) :=
@tendsto.comp _ _ _ finset.range (λ s : finset ℕ, s.sum f) _ _ _ h tendsto_finset_range
variable [topological_add_monoid α]
lemma has_sum_add (hf : has_sum f a) (hg : has_sum g b) : has_sum (λb, f b + g b) (a + b) :=
by simp [has_sum, sum_add_distrib]; exact hf.add hg
lemma summable_add (hf : summable f) (hg : summable g) : summable (λb, f b + g b) :=
summable_spec $ has_sum_add (has_sum_tsum hf)(has_sum_tsum hg)
lemma has_sum_sum {f : γ → β → α} {a : γ → α} {s : finset γ} :
(∀i∈s, has_sum (f i) (a i)) → has_sum (λb, s.sum $ λi, f i b) (s.sum a) :=
finset.induction_on s (by simp [has_sum_zero]) (by simp [has_sum_add] {contextual := tt})
lemma summable_sum {f : γ → β → α} {s : finset γ} (hf : ∀i∈s, summable (f i)) :
summable (λb, s.sum $ λi, f i b) :=
summable_spec $ has_sum_sum $ assume i hi, has_sum_tsum $ hf i hi
lemma has_sum_sigma [regular_space α] {γ : β → Type*} {f : (Σ b:β, γ b) → α} {g : β → α} {a : α}
(hf : ∀b, has_sum (λc, f ⟨b, c⟩) (g b)) (ha : has_sum f a) : has_sum g a :=
assume s' hs',
let
⟨s, hs, hss', hsc⟩ := nhds_is_closed hs',
⟨u, hu⟩ := mem_at_top_sets.mp $ ha $ hs,
fsts := u.image sigma.fst,
snds := λb, u.bind (λp, (if h : p.1 = b then {cast (congr_arg γ h) p.2} else ∅ : finset (γ b)))
in
have u_subset : u ⊆ fsts.sigma snds,
from subset_iff.mpr $ assume ⟨b, c⟩ hu,
have hb : b ∈ fsts, from finset.mem_image.mpr ⟨_, hu, rfl⟩,
have hc : c ∈ snds b, from mem_bind.mpr ⟨_, hu, by simp; refl⟩,
by simp [mem_sigma, hb, hc] ,
mem_at_top_sets.mpr $ exists.intro fsts $ assume bs (hbs : fsts ⊆ bs),
have h : ∀cs : Π b ∈ bs, finset (γ b),
(⋂b (hb : b ∈ bs), (λp:Πb, finset (γ b), p b) ⁻¹' {cs' | cs b hb ⊆ cs' }) ∩
(λp, bs.sum (λb, (p b).sum (λc, f ⟨b, c⟩))) ⁻¹' s ≠ ∅,
from assume cs,
let cs' := λb, (if h : b ∈ bs then cs b h else ∅) ∪ snds b in
have sum_eq : bs.sum (λb, (cs' b).sum (λc, f ⟨b, c⟩)) = (bs.sigma cs').sum f,
from sum_sigma.symm,
have (bs.sigma cs').sum f ∈ s,
from hu _ $ finset.subset.trans u_subset $ sigma_mono hbs $
assume b, @finset.subset_union_right (γ b) _ _ _,
set.ne_empty_iff_exists_mem.mpr $ exists.intro cs' $
by simp [sum_eq, this]; { intros b hb, simp [cs', hb, finset.subset_union_right] },
have tendsto (λp:(Πb:β, finset (γ b)), bs.sum (λb, (p b).sum (λc, f ⟨b, c⟩)))
(⨅b (h : b ∈ bs), at_top.comap (λp, p b)) (𝓝 (bs.sum g)),
from tendsto_finset_sum bs $
assume c hc, tendsto_infi' c $ tendsto_infi' hc $ by apply tendsto.comp (hf c) tendsto_comap,
have bs.sum g ∈ s,
from mem_of_closed_of_tendsto' this hsc $ forall_sets_ne_empty_iff_ne_bot.mp $
by simp [mem_inf_sets, exists_imp_distrib, and_imp, forall_and_distrib,
filter.mem_infi_sets_finset, mem_comap_sets, skolem, mem_at_top_sets,
and_comm];
from
assume s₁ s₂ s₃ hs₁ hs₃ p hs₂ p' hp cs hp',
have (⋂b (h : b ∈ bs), (λp:(Πb, finset (γ b)), p b) ⁻¹' {cs' | cs b h ⊆ cs' }) ≤ (⨅b∈bs, p b),
from infi_le_infi $ assume b, infi_le_infi $ assume hb,
le_trans (set.preimage_mono $ hp' b hb) (hp b hb),
ne_bot_of_le_ne_bot (h _) (le_trans (set.inter_subset_inter (le_trans this hs₂) hs₃) hs₁),
hss' this
lemma summable_sigma [regular_space α] {γ : β → Type*} {f : (Σb:β, γ b) → α}
(hf : ∀b, summable (λc, f ⟨b, c⟩)) (ha : summable f) : summable (λb, ∑c, f ⟨b, c⟩) :=
summable_spec $ has_sum_sigma (assume b, has_sum_tsum $ hf b) (has_sum_tsum ha)
end has_sum
section has_sum_iff_has_sum_of_iso_ne_zero
variables [add_comm_monoid α] [topological_space α]
variables {f : β → α} {g : γ → α} {a : α}
lemma has_sum_of_has_sum
(h_eq : ∀u:finset γ, ∃v:finset β, ∀v', v ⊆ v' → ∃u', u ⊆ u' ∧ u'.sum g = v'.sum f)
(hf : has_sum g a) : has_sum f a :=
suffices at_top.map (λs:finset β, s.sum f) ≤ at_top.map (λs:finset γ, s.sum g),
from le_trans this hf,
by rw [map_at_top_eq, map_at_top_eq];
from (le_infi $ assume b, let ⟨v, hv⟩ := h_eq b in infi_le_of_le v $
by simp [set.image_subset_iff]; exact hv)
lemma has_sum_iff_has_sum
(h₁ : ∀u:finset γ, ∃v:finset β, ∀v', v ⊆ v' → ∃u', u ⊆ u' ∧ u'.sum g = v'.sum f)
(h₂ : ∀v:finset β, ∃u:finset γ, ∀u', u ⊆ u' → ∃v', v ⊆ v' ∧ v'.sum f = u'.sum g) :
has_sum f a ↔ has_sum g a :=
⟨has_sum_of_has_sum h₂, has_sum_of_has_sum h₁⟩
variables
(i : Π⦃c⦄, g c ≠ 0 → β) (hi : ∀⦃c⦄ (h : g c ≠ 0), f (i h) ≠ 0)
(j : Π⦃b⦄, f b ≠ 0 → γ) (hj : ∀⦃b⦄ (h : f b ≠ 0), g (j h) ≠ 0)
(hji : ∀⦃c⦄ (h : g c ≠ 0), j (hi h) = c)
(hij : ∀⦃b⦄ (h : f b ≠ 0), i (hj h) = b)
(hgj : ∀⦃b⦄ (h : f b ≠ 0), g (j h) = f b)
include hi hj hji hij hgj
lemma has_sum_of_has_sum_ne_zero : has_sum g a → has_sum f a :=
have j_inj : ∀x y (hx : f x ≠ 0) (hy : f y ≠ 0), (j hx = j hy ↔ x = y),
from assume x y hx hy,
⟨assume h,
have i (hj hx) = i (hj hy), by simp [h],
by rwa [hij, hij] at this; assumption,
by simp {contextual := tt}⟩,
let ii : finset γ → finset β := λu, u.bind $ λc, if h : g c = 0 then ∅ else {i h} in
let jj : finset β → finset γ := λv, v.bind $ λb, if h : f b = 0 then ∅ else {j h} in
has_sum_of_has_sum $ assume u, exists.intro (ii u) $
assume v hv, exists.intro (u ∪ jj v) $ and.intro (subset_union_left _ _) $
have ∀c:γ, c ∈ u ∪ jj v → c ∉ jj v → g c = 0,
from assume c hc hnc, classical.by_contradiction $ assume h : g c ≠ 0,
have c ∈ u,
from (finset.mem_union.1 hc).resolve_right hnc,
have i h ∈ v,
from hv $ by simp [mem_bind]; existsi c; simp [h, this],
have j (hi h) ∈ jj v,
by simp [mem_bind]; existsi i h; simp [h, hi, this],
by rw [hji h] at this; exact hnc this,
calc (u ∪ jj v).sum g = (jj v).sum g : (sum_subset (subset_union_right _ _) this).symm
... = v.sum _ : sum_bind $ by intros x _ y _ _; by_cases f x = 0; by_cases f y = 0; simp [*]; cc
... = v.sum f : sum_congr rfl $ by intros x hx; by_cases f x = 0; simp [*]
lemma has_sum_iff_has_sum_of_ne_zero : has_sum f a ↔ has_sum g a :=
iff.intro
(has_sum_of_has_sum_ne_zero j hj i hi hij hji $ assume b hb, by rw [←hgj (hi _), hji])
(has_sum_of_has_sum_ne_zero i hi j hj hji hij hgj)
lemma summable_iff_summable_ne_zero : summable g ↔ summable f :=
exists_congr $
assume a, has_sum_iff_has_sum_of_ne_zero j hj i hi hij hji $
assume b hb, by rw [←hgj (hi _), hji]
end has_sum_iff_has_sum_of_iso_ne_zero
section has_sum_iff_has_sum_of_bij_ne_zero
variables [add_comm_monoid α] [topological_space α]
variables {f : β → α} {g : γ → α} {a : α}
(i : Π⦃c⦄, g c ≠ 0 → β)
(h₁ : ∀⦃c₁ c₂⦄ (h₁ : g c₁ ≠ 0) (h₂ : g c₂ ≠ 0), i h₁ = i h₂ → c₁ = c₂)
(h₂ : ∀⦃b⦄, f b ≠ 0 → ∃c (h : g c ≠ 0), i h = b)
(h₃ : ∀⦃c⦄ (h : g c ≠ 0), f (i h) = g c)
include i h₁ h₂ h₃
lemma has_sum_iff_has_sum_of_ne_zero_bij : has_sum f a ↔ has_sum g a :=
have hi : ∀⦃c⦄ (h : g c ≠ 0), f (i h) ≠ 0,
from assume c h, by simp [h₃, h],
let j : Π⦃b⦄, f b ≠ 0 → γ := λb h, some $ h₂ h in
have hj : ∀⦃b⦄ (h : f b ≠ 0), ∃(h : g (j h) ≠ 0), i h = b,
from assume b h, some_spec $ h₂ h,
have hj₁ : ∀⦃b⦄ (h : f b ≠ 0), g (j h) ≠ 0,
from assume b h, let ⟨h₁, _⟩ := hj h in h₁,
have hj₂ : ∀⦃b⦄ (h : f b ≠ 0), i (hj₁ h) = b,
from assume b h, let ⟨h₁, h₂⟩ := hj h in h₂,
has_sum_iff_has_sum_of_ne_zero i hi j hj₁
(assume c h, h₁ (hj₁ _) h $ hj₂ _) hj₂ (assume b h, by rw [←h₃ (hj₁ _), hj₂])
lemma summable_iff_summable_ne_zero_bij : summable f ↔ summable g :=
exists_congr $
assume a, has_sum_iff_has_sum_of_ne_zero_bij @i h₁ h₂ h₃
end has_sum_iff_has_sum_of_bij_ne_zero
section tsum
variables [add_comm_monoid α] [topological_space α] [t2_space α]
variables {f g : β → α} {a a₁ a₂ : α}
lemma has_sum_unique : has_sum f a₁ → has_sum f a₂ → a₁ = a₂ := tendsto_nhds_unique at_top_ne_bot
lemma tsum_eq_has_sum (ha : has_sum f a) : (∑b, f b) = a := has_sum_unique (has_sum_tsum ⟨a, ha⟩) ha
lemma has_sum_iff_of_summable (h : summable f) : has_sum f a ↔ (∑b, f b) = a :=
iff.intro tsum_eq_has_sum (assume eq, eq ▸ has_sum_tsum h)
@[simp] lemma tsum_zero : (∑b:β, 0:α) = 0 := tsum_eq_has_sum has_sum_zero
lemma tsum_eq_sum {f : β → α} {s : finset β} (hf : ∀b∉s, f b = 0) :
(∑b, f b) = s.sum f :=
tsum_eq_has_sum $ has_sum_sum_of_ne_finset_zero hf
lemma tsum_fintype [fintype β] (f : β → α) : (∑b, f b) = finset.univ.sum f :=
tsum_eq_has_sum $ has_sum_fintype f
lemma tsum_eq_single {f : β → α} (b : β) (hf : ∀b' ≠ b, f b' = 0) :
(∑b, f b) = f b :=
tsum_eq_has_sum $ has_sum_single b hf
@[simp] lemma tsum_ite_eq (b : β) (a : α) : (∑b', if b' = b then a else 0) = a :=
tsum_eq_has_sum (has_sum_ite_eq b a)
lemma tsum_eq_tsum_of_has_sum_iff_has_sum {f : β → α} {g : γ → α}
(h : ∀{a}, has_sum f a ↔ has_sum g a) : (∑b, f b) = (∑c, g c) :=
by_cases
(assume : ∃a, has_sum f a,
let ⟨a, hfa⟩ := this in
have hga : has_sum g a, from h.mp hfa,
by rw [tsum_eq_has_sum hfa, tsum_eq_has_sum hga])
(assume hf : ¬ summable f,
have hg : ¬ summable g, from assume ⟨a, hga⟩, hf ⟨a, h.mpr hga⟩,
by simp [tsum, hf, hg])
lemma tsum_eq_tsum_of_ne_zero {f : β → α} {g : γ → α}
(i : Π⦃c⦄, g c ≠ 0 → β) (hi : ∀⦃c⦄ (h : g c ≠ 0), f (i h) ≠ 0)
(j : Π⦃b⦄, f b ≠ 0 → γ) (hj : ∀⦃b⦄ (h : f b ≠ 0), g (j h) ≠ 0)
(hji : ∀⦃c⦄ (h : g c ≠ 0), j (hi h) = c)
(hij : ∀⦃b⦄ (h : f b ≠ 0), i (hj h) = b)
(hgj : ∀⦃b⦄ (h : f b ≠ 0), g (j h) = f b) :
(∑i, f i) = (∑j, g j) :=
tsum_eq_tsum_of_has_sum_iff_has_sum $ assume a, has_sum_iff_has_sum_of_ne_zero i hi j hj hji hij hgj
lemma tsum_eq_tsum_of_ne_zero_bij {f : β → α} {g : γ → α}
(i : Π⦃c⦄, g c ≠ 0 → β)
(h₁ : ∀⦃c₁ c₂⦄ (h₁ : g c₁ ≠ 0) (h₂ : g c₂ ≠ 0), i h₁ = i h₂ → c₁ = c₂)
(h₂ : ∀⦃b⦄, f b ≠ 0 → ∃c (h : g c ≠ 0), i h = b)
(h₃ : ∀⦃c⦄ (h : g c ≠ 0), f (i h) = g c) :
(∑i, f i) = (∑j, g j) :=
tsum_eq_tsum_of_has_sum_iff_has_sum $ assume a, has_sum_iff_has_sum_of_ne_zero_bij i h₁ h₂ h₃
lemma tsum_eq_tsum_of_iso (j : γ → β) (i : β → γ)
(h₁ : ∀x, i (j x) = x) (h₂ : ∀x, j (i x) = x) :
(∑c, f (j c)) = (∑b, f b) :=
tsum_eq_tsum_of_has_sum_iff_has_sum $ assume a, has_sum_iff_has_sum_of_iso i h₁ h₂
lemma tsum_equiv (j : γ ≃ β) : (∑c, f (j c)) = (∑b, f b) :=
tsum_eq_tsum_of_iso j j.symm (by simp) (by simp)
variable [topological_add_monoid α]
lemma tsum_add (hf : summable f) (hg : summable g) : (∑b, f b + g b) = (∑b, f b) + (∑b, g b) :=
tsum_eq_has_sum $ has_sum_add (has_sum_tsum hf) (has_sum_tsum hg)
lemma tsum_sum {f : γ → β → α} {s : finset γ} (hf : ∀i∈s, summable (f i)) :
(∑b, s.sum (λi, f i b)) = s.sum (λi, ∑b, f i b) :=
tsum_eq_has_sum $ has_sum_sum $ assume i hi, has_sum_tsum $ hf i hi
lemma tsum_sigma [regular_space α] {γ : β → Type*} {f : (Σb:β, γ b) → α}
(h₁ : ∀b, summable (λc, f ⟨b, c⟩)) (h₂ : summable f) : (∑p, f p) = (∑b c, f ⟨b, c⟩) :=
(tsum_eq_has_sum $ has_sum_sigma (assume b, has_sum_tsum $ h₁ b) $ has_sum_tsum h₂).symm
end tsum
section topological_group
variables [add_comm_group α] [topological_space α] [topological_add_group α]
variables {f g : β → α} {a a₁ a₂ : α}
lemma has_sum_neg : has_sum f a → has_sum (λb, - f b) (- a) :=
has_sum_hom has_neg.neg continuous_neg
lemma summable_neg (hf : summable f) : summable (λb, - f b) :=
summable_spec $ has_sum_neg $ has_sum_tsum $ hf
lemma has_sum_sub (hf : has_sum f a₁) (hg : has_sum g a₂) : has_sum (λb, f b - g b) (a₁ - a₂) :=
by simp; exact has_sum_add hf (has_sum_neg hg)
lemma summable_sub (hf : summable f) (hg : summable g) : summable (λb, f b - g b) :=
summable_spec $ has_sum_sub (has_sum_tsum hf) (has_sum_tsum hg)
section tsum
variables [t2_space α]
lemma tsum_neg (hf : summable f) : (∑b, - f b) = - (∑b, f b) :=
tsum_eq_has_sum $ has_sum_neg $ has_sum_tsum $ hf
lemma tsum_sub (hf : summable f) (hg : summable g) : (∑b, f b - g b) = (∑b, f b) - (∑b, g b) :=
tsum_eq_has_sum $ has_sum_sub (has_sum_tsum hf) (has_sum_tsum hg)
lemma tsum_eq_zero_add {f : ℕ → α} (hf : summable f) : (∑b, f b) = f 0 + (∑b, f (b + 1)) :=
begin
let f₁ : ℕ → α := λ n, nat.rec (f 0) (λ _ _, 0) n,
let f₂ : ℕ → α := λ n, nat.rec 0 (λ k _, f (k+1)) n,
have : f = λ n, f₁ n + f₂ n, { ext n, symmetry, cases n, apply add_zero, apply zero_add },
have hf₁ : summable f₁,
{ fapply summable_sum_of_ne_finset_zero,
{ exact finset.singleton 0 },
{ rintros (_ | n) hn,
{ exfalso,
apply hn,
apply finset.mem_singleton_self },
{ refl } } },
have hf₂ : summable f₂,
{ have : f₂ = λ n, f n - f₁ n, ext, rw [eq_sub_iff_add_eq', this],
rw [this], apply summable_sub hf hf₁ },
conv_lhs { rw [this] },
rw [tsum_add hf₁ hf₂, tsum_eq_single 0],
{ congr' 1,
fapply tsum_eq_tsum_of_ne_zero_bij (λ n _, n + 1),
{ intros _ _ _ _, exact nat.succ_inj },
{ rintros (_ | n) h,
{ contradiction },
{ exact ⟨n, h, rfl⟩ } },
{ intros, refl },
{ apply_instance } },
{ rintros (_ | n) hn,
{ contradiction },
{ refl } },
{ apply_instance }
end
end tsum
end topological_group
section topological_semiring
variables [semiring α] [topological_space α] [topological_semiring α]
variables {f g : β → α} {a a₁ a₂ : α}
lemma has_sum_mul_left (a₂) : has_sum f a₁ → has_sum (λb, a₂ * f b) (a₂ * a₁) :=
has_sum_hom _ (continuous_const.mul continuous_id)
lemma has_sum_mul_right (a₂) (hf : has_sum f a₁) : has_sum (λb, f b * a₂) (a₁ * a₂) :=
@has_sum_hom _ _ _ _ _ f a₁ (λa, a * a₂) _ _ _
(continuous_id.mul continuous_const) hf
lemma summable_mul_left (a) (hf : summable f) : summable (λb, a * f b) :=
summable_spec $ has_sum_mul_left _ $ has_sum_tsum hf
lemma summable_mul_right (a) (hf : summable f) : summable (λb, f b * a) :=
summable_spec $ has_sum_mul_right _ $ has_sum_tsum hf
section tsum
variables [t2_space α]
lemma tsum_mul_left (a) (hf : summable f) : (∑b, a * f b) = a * (∑b, f b) :=
tsum_eq_has_sum $ has_sum_mul_left _ $ has_sum_tsum hf
lemma tsum_mul_right (a) (hf : summable f) : (∑b, f b * a) = (∑b, f b) * a :=
tsum_eq_has_sum $ has_sum_mul_right _ $ has_sum_tsum hf
end tsum
end topological_semiring
section order_topology
variables [ordered_comm_monoid α] [topological_space α] [order_closed_topology α]
variables {f g : β → α} {a a₁ a₂ : α}
lemma has_sum_le (h : ∀b, f b ≤ g b) (hf : has_sum f a₁) (hg : has_sum g a₂) : a₁ ≤ a₂ :=
le_of_tendsto_of_tendsto at_top_ne_bot hf hg $ univ_mem_sets' $
assume s, sum_le_sum $ assume b _, h b
lemma has_sum_le_inj {g : γ → α} (i : β → γ) (hi : injective i) (hs : ∀c∉set.range i, 0 ≤ g c)
(h : ∀b, f b ≤ g (i b)) (hf : has_sum f a₁) (hg : has_sum g a₂) : a₁ ≤ a₂ :=
have has_sum (λc, (partial_inv i c).cases_on' 0 f) a₁,
begin
refine (has_sum_iff_has_sum_of_ne_zero_bij (λb _, i b) _ _ _).2 hf,
{ assume c₁ c₂ h₁ h₂ eq, exact hi eq },
{ assume c hc,
cases eq : partial_inv i c with b; rw eq at hc,
{ contradiction },
{ rw [partial_inv_of_injective hi] at eq,
exact ⟨b, hc, eq⟩ } },
{ assume c hc, rw [partial_inv_left hi, option.cases_on'] }
end,
begin
refine has_sum_le (assume c, _) this hg,
by_cases c ∈ set.range i,
{ rcases h with ⟨b, rfl⟩,
rw [partial_inv_left hi, option.cases_on'],
exact h _ },
{ have : partial_inv i c = none := dif_neg h,
rw [this, option.cases_on'],
exact hs _ h }
end
lemma sum_le_has_sum {f : β → α} (s : finset β) (hs : ∀ b∉s, 0 ≤ f b) (hf : has_sum f a) :
s.sum f ≤ a :=
ge_of_tendsto at_top_ne_bot hf (mem_at_top_sets.2 ⟨s, λ t hst,
sum_le_sum_of_subset_of_nonneg hst $ λ b hbt hbs, hs b hbs⟩)
lemma sum_le_tsum {f : β → α} (s : finset β) (hs : ∀ b∉s, 0 ≤ f b) (hf : summable f) :
s.sum f ≤ tsum f :=
sum_le_has_sum s hs (has_sum_tsum hf)
lemma tsum_le_tsum (h : ∀b, f b ≤ g b) (hf : summable f) (hg : summable g) : (∑b, f b) ≤ (∑b, g b) :=
has_sum_le h (has_sum_tsum hf) (has_sum_tsum hg)
end order_topology
section uniform_group
variables [add_comm_group α] [uniform_space α] [complete_space α]
variables (f g : β → α) {a a₁ a₂ : α}
lemma summable_iff_cauchy : summable f ↔ cauchy (map (λ (s : finset β), sum s f) at_top) :=
(cauchy_map_iff_exists_tendsto at_top_ne_bot).symm
variable [uniform_add_group α]
lemma summable_iff_vanishing :
summable f ↔ ∀ e ∈ 𝓝 (0:α), (∃s:finset β, ∀t, disjoint t s → t.sum f ∈ e) :=
begin
simp only [summable_iff_cauchy, cauchy_map_iff, and_iff_right at_top_ne_bot,
prod_at_top_at_top_eq, uniformity_eq_comap_nhds_zero α, tendsto_comap_iff, (∘)],
rw [tendsto_at_top' (_ : finset β × finset β → α)],
split,
{ assume h e he,
rcases h e he with ⟨⟨s₁, s₂⟩, h⟩,
use [s₁ ∪ s₂],
assume t ht,
specialize h (s₁ ∪ s₂, (s₁ ∪ s₂) ∪ t) ⟨le_sup_left, le_sup_left_of_le le_sup_right⟩,
simpa only [finset.sum_union ht.symm, add_sub_cancel'] using h },
{ assume h e he,
rcases exists_nhds_half_neg he with ⟨d, hd, hde⟩,
rcases h d hd with ⟨s, h⟩,
use [(s, s)],
rintros ⟨t₁, t₂⟩ ⟨ht₁, ht₂⟩,
have : t₂.sum f - t₁.sum f = (t₂ \ s).sum f - (t₁ \ s).sum f,
{ simp only [(finset.sum_sdiff ht₁).symm, (finset.sum_sdiff ht₂).symm,
add_sub_add_right_eq_sub] },
simp only [this],
exact hde _ _ (h _ finset.sdiff_disjoint) (h _ finset.sdiff_disjoint) }
end
/- TODO: generalize to monoid with a uniform continuous subtraction operator: `(a + b) - b = a` -/
lemma summable_of_summable_of_sub (hf : summable f) (h : ∀b, g b = 0 ∨ g b = f b) : summable g :=
(summable_iff_vanishing g).2 $
assume e he,
let ⟨s, hs⟩ := (summable_iff_vanishing f).1 hf e he in
⟨s, assume t ht,
have eq : (t.filter (λb, g b = f b)).sum f = t.sum g :=
calc (t.filter (λb, g b = f b)).sum f = (t.filter (λb, g b = f b)).sum g :
finset.sum_congr rfl (assume b hb, (finset.mem_filter.1 hb).2.symm)
... = t.sum g :
begin
refine finset.sum_subset (finset.filter_subset _) _,
assume b hbt hb,
simp only [(∉), finset.mem_filter, and_iff_right hbt] at hb,
exact (h b).resolve_right hb
end,
eq ▸ hs _ $ finset.disjoint_of_subset_left (finset.filter_subset _) ht⟩
lemma summable_comp_of_summable_of_injective {i : γ → β} (hf : summable f) (hi : injective i) :
summable (f ∘ i) :=
suffices summable (λb, if b ∈ set.range i then f b else 0),
begin
refine (summable_iff_summable_ne_zero_bij (λc _, i c) _ _ _).1 this,
{ assume c₁ c₂ hc₁ hc₂ eq, exact hi eq },
{ assume b hb,
split_ifs at hb,
{ rcases h with ⟨c, rfl⟩,
exact ⟨c, hb, rfl⟩ },
{ contradiction } },
{ assume c hc, exact if_pos (set.mem_range_self _) }
end,
summable_of_summable_of_sub _ _ hf $ assume b, by by_cases b ∈ set.range i; simp [h]
end uniform_group
section cauchy_seq
open finset.Ico filter
/-- If the extended distance between consequent points of a sequence is estimated
by a summable series of `nnreal`s, then the original sequence is a Cauchy sequence. -/
lemma cauchy_seq_of_edist_le_of_summable [emetric_space α] {f : ℕ → α} (d : ℕ → nnreal)
(hf : ∀ n, edist (f n) (f n.succ) ≤ d n) (hd : summable d) : cauchy_seq f :=
begin
refine emetric.cauchy_seq_iff_nnreal.2 (λ ε εpos, _),
-- Actually we need partial sums of `d` to be a Cauchy sequence
replace hd : cauchy_seq (λ (n : ℕ), sum (range n) d) :=
let ⟨_, H⟩ := hd in cauchy_seq_of_tendsto_nhds _ (tendsto_sum_nat_of_has_sum H),
-- Now we take the same `N` as in one of the definitions of a Cauchy sequence
refine (metric.cauchy_seq_iff'.1 hd ε (nnreal.coe_pos.2 εpos)).imp (λ N hN n hn, _),
have hsum := hN n hn,
-- We simplify the known inequality
rw [dist_nndist, nnreal.nndist_eq, ← sum_range_add_sum_Ico _ hn, nnreal.add_sub_cancel'] at hsum,
norm_cast at hsum,
replace hsum := lt_of_le_of_lt (le_max_left _ _) hsum,
-- Then use `hf` to simplify the goal to the same form
apply lt_of_le_of_lt (edist_le_Ico_sum_of_edist_le hn (λ k _ _, hf k)),
assumption_mod_cast
end
/-- If the distance between consequent points of a sequence is estimated by a summable series,
then the original sequence is a Cauchy sequence. -/
lemma cauchy_seq_of_dist_le_of_summable [metric_space α] {f : ℕ → α} (d : ℕ → ℝ)
(hf : ∀ n, dist (f n) (f n.succ) ≤ d n) (hd : summable d) : cauchy_seq f :=
begin
refine metric.cauchy_seq_iff'.2 (λε εpos, _),
replace hd : cauchy_seq (λ (n : ℕ), sum (range n) d) :=
let ⟨_, H⟩ := hd in cauchy_seq_of_tendsto_nhds _ (tendsto_sum_nat_of_has_sum H),
refine (metric.cauchy_seq_iff'.1 hd ε εpos).imp (λ N hN n hn, _),
have hsum := hN n hn,
rw [real.dist_eq, ← sum_Ico_eq_sub _ hn] at hsum,
calc dist (f n) (f N) = dist (f N) (f n) : dist_comm _ _
... ≤ (Ico N n).sum d : dist_le_Ico_sum_of_dist_le hn (λ k _ _, hf k)
... ≤ abs ((Ico N n).sum d) : le_abs_self _
... < ε : hsum
end
lemma cauchy_seq_of_summable_dist [metric_space α] {f : ℕ → α}
(h : summable (λn, dist (f n) (f n.succ))) : cauchy_seq f :=
cauchy_seq_of_dist_le_of_summable _ (λ _, le_refl _) h
lemma dist_le_tsum_of_dist_le_of_tendsto [metric_space α] {f : ℕ → α} (d : ℕ → ℝ)
(hf : ∀ n, dist (f n) (f n.succ) ≤ d n) (hd : summable d) {a : α} (ha : tendsto f at_top (𝓝 a))
(n : ℕ) :
dist (f n) a ≤ ∑ m, d (n + m) :=
begin
refine le_of_tendsto at_top_ne_bot (tendsto_dist tendsto_const_nhds ha)
(mem_at_top_sets.2 ⟨n, λ m hnm, _⟩),
refine le_trans (dist_le_Ico_sum_of_dist_le hnm (λ k _ _, hf k)) _,
rw [sum_Ico_eq_sum_range],
refine sum_le_tsum (range _) (λ _ _, le_trans dist_nonneg (hf _)) _,
exact summable_comp_of_summable_of_injective _ hd (add_left_injective n)
end
lemma dist_le_tsum_of_dist_le_of_tendsto₀ [metric_space α] {f : ℕ → α} (d : ℕ → ℝ)
(hf : ∀ n, dist (f n) (f n.succ) ≤ d n) (hd : summable d) {a : α} (ha : tendsto f at_top (𝓝 a)) :
dist (f 0) a ≤ tsum d :=
by simpa only [zero_add] using dist_le_tsum_of_dist_le_of_tendsto d hf hd ha 0
lemma dist_le_tsum_dist_of_tendsto [metric_space α] {f : ℕ → α}
(h : summable (λn, dist (f n) (f n.succ))) {a : α} (ha : tendsto f at_top (𝓝 a)) (n) :
dist (f n) a ≤ ∑ m, dist (f (n+m)) (f (n+m).succ) :=
show dist (f n) a ≤ ∑ m, (λx, dist (f x) (f x.succ)) (n + m), from
dist_le_tsum_of_dist_le_of_tendsto (λ n, dist (f n) (f n.succ)) (λ _, le_refl _) h ha n
lemma dist_le_tsum_dist_of_tendsto₀ [metric_space α] {f : ℕ → α}
(h : summable (λn, dist (f n) (f n.succ))) {a : α} (ha : tendsto f at_top (𝓝 a)) :
dist (f 0) a ≤ ∑ n, dist (f n) (f n.succ) :=
by simpa only [zero_add] using dist_le_tsum_dist_of_tendsto h ha 0
end cauchy_seq