1 00:00:00,000 --> 00:00:00,750 2 00:00:00,750 --> 00:00:04,679 It is not unusual in calculus textbooks to see something-- to 3 00:00:04,679 --> 00:00:11,779 see problems along the lines of, prove that the limit as x 4 00:00:11,779 --> 00:00:15,379 approaches-- I don't know, say, as x approaches 1. 5 00:00:15,380 --> 00:00:19,240 Let me think of an interesting function when x approaches 1. 6 00:00:19,239 --> 00:00:19,379 Let's see. 7 00:00:19,379 --> 00:00:27,769 3x times x minus 1 over x minus 1. 8 00:00:27,769 --> 00:00:29,980 And you might say, hey Sal, why did you do this x minus 1 in 9 00:00:29,980 --> 00:00:30,820 the numerator and denominator? 10 00:00:30,820 --> 00:00:32,969 Well, I did that because obviously you can't 11 00:00:32,969 --> 00:00:34,019 have a 0 down here. 12 00:00:34,020 --> 00:00:36,270 So this function is actually not defined as x is 13 00:00:36,270 --> 00:00:37,030 equal to 1, right? 14 00:00:37,030 --> 00:00:39,929 If I had just put a 3x, this cancels out for 15 00:00:39,929 --> 00:00:41,119 all the other values. 16 00:00:41,119 --> 00:00:44,250 So this is essentially the line 3x, except it has a 17 00:00:44,250 --> 00:00:45,969 hole at x is equal to 1. 18 00:00:45,969 --> 00:00:46,579 And that's why I did it. 19 00:00:46,579 --> 00:00:48,229 Because I want to take the limit, and it's interesting to 20 00:00:48,229 --> 00:00:51,069 take a limit a to a point where the function doesn't exist. 21 00:00:51,070 --> 00:00:54,200 But the books will say, hey, prove that this limit is equal 22 00:00:54,200 --> 00:00:58,650 to-- well, it would actually be equal to 3, right? 23 00:00:58,649 --> 00:00:59,439 Prove that. 24 00:00:59,439 --> 00:01:02,289 And you essentially have to use the epsilon delta 25 00:01:02,289 --> 00:01:03,909 definition of a limit. 26 00:01:03,909 --> 00:01:06,390 So to prove this, you're essentially proving 27 00:01:06,390 --> 00:01:07,540 what this means. 28 00:01:07,540 --> 00:01:11,719 And this means-- proving this is the same thing as 29 00:01:11,719 --> 00:01:17,689 proving-- so you could just prove that given--. 30 00:01:17,689 --> 00:01:22,189 So if you give me some epsilon greater than 0-- and remember, 31 00:01:22,189 --> 00:01:25,980 that's how close you want f of x to get to the limit. 32 00:01:25,980 --> 00:01:28,880 Given some epsilon greater than 0, in order for this to be 33 00:01:28,879 --> 00:01:32,969 true, I need to prove that I can give you-- that there 34 00:01:32,969 --> 00:01:38,650 exists-- that, you know, I can give you a delta 35 00:01:38,650 --> 00:01:40,400 greater than 0. 36 00:01:40,400 --> 00:01:49,006 Where as long as the distance between x and our limit point, 37 00:01:49,006 --> 00:01:54,090 x and 1, is less than delta-- remember, we don't want x to 38 00:01:54,090 --> 00:01:56,320 ever get right on top of the limit point. 39 00:01:56,319 --> 00:01:58,479 Because a function might not be defined there. 40 00:01:58,480 --> 00:02:01,020 So the distance between x and 1 has to be 41 00:02:01,019 --> 00:02:02,969 greater than 0, right? 42 00:02:02,969 --> 00:02:04,390 That's what this tells us. 43 00:02:04,390 --> 00:02:08,110 So I have to prove, you give me an epsilon, that 44 00:02:08,110 --> 00:02:09,850 I can give you a delta. 45 00:02:09,849 --> 00:02:13,460 And as long as x is within delta of 1-- and this is all 46 00:02:13,460 --> 00:02:14,980 this is saying-- as long as the distance between 47 00:02:14,979 --> 00:02:15,780 x and 1, right? 48 00:02:15,780 --> 00:02:17,319 That's when you subtract 2 things and take 49 00:02:17,319 --> 00:02:17,909 the absolute value. 50 00:02:17,909 --> 00:02:19,069 That's just distance. 51 00:02:19,069 --> 00:02:22,049 So as long as the distance between x and 1 is less than 52 00:02:22,050 --> 00:02:29,770 delta then the distance between 3x-- let me write that up 53 00:02:29,770 --> 00:02:37,650 there-- the distance between 3x times x minus 1 over x minus 1, 54 00:02:37,650 --> 00:02:39,469 that's the function, right? 55 00:02:39,469 --> 00:02:44,550 The distance between that and the limit point-- and 3-- 56 00:02:44,550 --> 00:02:46,260 is going to be less than the epsilon. 57 00:02:46,259 --> 00:02:49,109 58 00:02:49,110 --> 00:02:51,390 A lot of calculus text books, you know, they'll 59 00:02:51,389 --> 00:02:52,069 write it generally. 60 00:02:52,069 --> 00:02:57,620 They're like, the limit of f of x as x approaches a of equals 61 00:02:57,620 --> 00:03:00,030 l, and so this would be a. 62 00:03:00,030 --> 00:03:02,409 This would be your f of x, and this would be 63 00:03:02,409 --> 00:03:04,090 your l, right there. 64 00:03:04,090 --> 00:03:06,420 But anyway, when someone says they want you to prove this, 65 00:03:06,419 --> 00:03:08,019 they essentially want you to prove this. 66 00:03:08,020 --> 00:03:09,409 I'll give you an epsilon. 67 00:03:09,409 --> 00:03:13,090 You have to prove that any epsilon that you're given, or 68 00:03:13,090 --> 00:03:15,860 that you give me, that I-- let's say I'm the one who has 69 00:03:15,860 --> 00:03:18,360 to prove it-- any epsilon you give me, I have to be able to 70 00:03:18,360 --> 00:03:23,380 give you a delta where, as long as x is within delta of 1, 71 00:03:23,379 --> 00:03:29,000 then the function is within epsilon of the limit point. 72 00:03:29,000 --> 00:03:30,550 And how do we do that? 73 00:03:30,550 --> 00:03:33,140 And I'll just say, you know, a lot of proofs, it's just kind 74 00:03:33,139 --> 00:03:36,599 of-- there's not a-- well, there's not a systematic 75 00:03:36,599 --> 00:03:37,250 way to do proofs. 76 00:03:37,250 --> 00:03:38,520 And that's kind of what makes them so interesting 77 00:03:38,520 --> 00:03:39,730 on a lot of levels. 78 00:03:39,729 --> 00:03:42,060 But these, there kind of tends to be a systematic way. 79 00:03:42,060 --> 00:03:45,354 And this problem I've given you, to some degree, is kind of 80 00:03:45,354 --> 00:03:48,310 the easy one that they'll give when they ask you 81 00:03:48,310 --> 00:03:49,170 to prove these. 82 00:03:49,169 --> 00:03:51,449 But they usually involve starting from this point right 83 00:03:51,449 --> 00:03:55,579 here and algebraically manipulating it until you get-- 84 00:03:55,580 --> 00:03:57,680 until this expression right here looks something 85 00:03:57,680 --> 00:03:59,210 like this expression. 86 00:03:59,210 --> 00:04:01,640 And then you'll have this expression is less 87 00:04:01,639 --> 00:04:04,559 than, you know, epsilon divided by something. 88 00:04:04,560 --> 00:04:06,449 Or, you know, some function of epsilon. 89 00:04:06,449 --> 00:04:10,449 And it's like, oh, well as long as delta is that, you give me 90 00:04:10,449 --> 00:04:13,269 an epsilon, I can just apply that, you know, take epsilon 91 00:04:13,270 --> 00:04:14,659 and divide it by 4, or whatever. 92 00:04:14,659 --> 00:04:16,149 And use that as my delta. 93 00:04:16,149 --> 00:04:17,709 Then I've proved the theorem. 94 00:04:17,709 --> 00:04:18,680 And so we'll do that here. 95 00:04:18,680 --> 00:04:20,509 So let's start with this. 96 00:04:20,509 --> 00:04:23,810 Let's start with kind of where we want to get to. 97 00:04:23,810 --> 00:04:26,379 And then figure out a delta that's essentially a 98 00:04:26,379 --> 00:04:27,290 function of epsilon. 99 00:04:27,290 --> 00:04:30,439 So that whenever I'm given an epsilon, I can say, hey, 100 00:04:30,439 --> 00:04:32,379 whatever number you give me, I'm going to give you back 101 00:04:32,379 --> 00:04:35,500 a number that's, you know, that divided by whatever. 102 00:04:35,500 --> 00:04:37,060 And then this will all work. 103 00:04:37,060 --> 00:04:37,839 So let's do that. 104 00:04:37,839 --> 00:04:40,739 So immediately we can simplify this. 105 00:04:40,740 --> 00:04:43,750 We can cross these out. 106 00:04:43,750 --> 00:04:45,720 And when you cross that out, you still have to say, well, we 107 00:04:45,720 --> 00:04:49,430 can't do that as long as x-- you can only do this as long as 108 00:04:49,430 --> 00:04:51,199 you assume that x does not equal 1. 109 00:04:51,199 --> 00:04:54,339 Because if x equals 1, this function is undefined, right? 110 00:04:54,339 --> 00:04:56,859 And that's OK because we only care about the intervals 111 00:04:56,860 --> 00:04:58,610 as x approaches 1. 112 00:04:58,610 --> 00:05:01,270 We only care about the intervals as x approaches 1. 113 00:05:01,269 --> 00:05:03,859 We don't care exactly when x is equal to 1. 114 00:05:03,860 --> 00:05:05,660 So that's fine. 115 00:05:05,660 --> 00:05:10,480 So then this simplifies to-- this right there simplifies 116 00:05:10,480 --> 00:05:18,550 to-- the absolute value of 3x minus 3 is less than epsilon. 117 00:05:18,550 --> 00:05:21,360 And then we could factor out a 3, so that's, you know, we 118 00:05:21,360 --> 00:05:25,819 could say the absolute value of 3 times x minus 1 is 119 00:05:25,819 --> 00:05:26,949 less than epsilon. 120 00:05:26,949 --> 00:05:29,279 And you might already see, we already have an x minus 1 121 00:05:29,279 --> 00:05:30,199 there and an x minus 1 there. 122 00:05:30,199 --> 00:05:33,000 If we can get this 3 over on this side, then we'll 123 00:05:33,000 --> 00:05:35,029 be done, essentially. 124 00:05:35,029 --> 00:05:38,939 So the absolute value of 3 times some other number, it's 125 00:05:38,939 --> 00:05:43,199 going to be the same thing as the absolute value of 3 times 126 00:05:43,199 --> 00:05:46,240 the absolute value of x minus 1. 127 00:05:46,240 --> 00:05:48,000 And if you don't believe me, I mean, try it out with 128 00:05:48,000 --> 00:05:48,980 a bunch of numbers. 129 00:05:48,980 --> 00:05:50,600 This is going to be positive no matter what. 130 00:05:50,600 --> 00:05:52,040 This is going to be positive no matter what. 131 00:05:52,040 --> 00:05:53,850 It's going to have the same magnitude, right? 132 00:05:53,850 --> 00:05:56,210 And of course, that is less than epsilon. 133 00:05:56,209 --> 00:05:58,599 And this is what we say-- you know, a lot of times a calculus 134 00:05:58,600 --> 00:06:01,950 teacher will say, if this is true, this is true, if and 135 00:06:01,949 --> 00:06:03,370 only if this is true. 136 00:06:03,370 --> 00:06:04,829 And that's just a fancy way of saying. 137 00:06:04,829 --> 00:06:06,939 So sometimes they'll do a two way arrow. 138 00:06:06,939 --> 00:06:11,550 Sometimes they'll write IF and only IF, kind of an IFF. 139 00:06:11,550 --> 00:06:13,259 An IF with 2 f's. 140 00:06:13,259 --> 00:06:14,939 But that just means if that's true, that's true. 141 00:06:14,939 --> 00:06:16,569 And if this is true, then that's true. 142 00:06:16,569 --> 00:06:18,379 And that's generally the case, whenever you just do some 143 00:06:18,379 --> 00:06:19,509 algebraic manipulation. 144 00:06:19,509 --> 00:06:23,449 You can manipulate this back to get that, or that to get that. 145 00:06:23,449 --> 00:06:25,769 And then they'll say, well, if this is true, this is true 146 00:06:25,769 --> 00:06:27,370 if and only if this is true. 147 00:06:27,370 --> 00:06:29,019 But this is just algebraic manipulation. 148 00:06:29,019 --> 00:06:29,219 Right? 149 00:06:29,220 --> 00:06:31,490 Because you can go back and forth between these steps. 150 00:06:31,490 --> 00:06:34,720 And that's true, if and only if that is true. 151 00:06:34,720 --> 00:06:36,980 And then the absolute value of 3 is just 3, right? 152 00:06:36,980 --> 00:06:37,980 We know that. 153 00:06:37,980 --> 00:06:42,180 Let's divide both sides by 3 and you get-- well, I can 154 00:06:42,180 --> 00:06:43,920 just get rid of the absolute value signs right there. 155 00:06:43,920 --> 00:06:44,725 Because we know that's 3. 156 00:06:44,725 --> 00:06:46,760 If you divide both sides of the equation by 3, you get the 157 00:06:46,759 --> 00:06:51,680 absolute value of x minus 1 is less than epsilon over 3. 158 00:06:51,680 --> 00:06:53,120 So what have we just done so far? 159 00:06:53,120 --> 00:06:59,454 We've just proved that the absolute value-- I need to 160 00:06:59,454 --> 00:07:00,709 write this in another color. 161 00:07:00,709 --> 00:07:04,930 We've just proved that the absolute value of essentially 162 00:07:04,930 --> 00:07:14,269 3x times x minus 1 over x minus 1 minus 3 is less than epsilon, 163 00:07:14,269 --> 00:07:22,620 if and only if x minus 1 is less than epsilon over 3. 164 00:07:22,620 --> 00:07:23,389 Right? 165 00:07:23,389 --> 00:07:29,569 So it's like, this is true, as long as the distance between x 166 00:07:29,569 --> 00:07:32,889 and 1 is less than epsilon over 3. 167 00:07:32,889 --> 00:07:36,079 So we can just use epsilon over 3 as our delta. 168 00:07:36,079 --> 00:07:39,099 Remember the whole point of this was like, you give me 169 00:07:39,100 --> 00:07:42,645 an epsilon, you give me a distance, or you say, I want 170 00:07:42,644 --> 00:07:46,109 to be within this distance of my limit point. 171 00:07:46,110 --> 00:07:48,480 I want the function to be that close to the limit point. 172 00:07:48,480 --> 00:07:51,100 And this is just the distance between the function and 173 00:07:51,100 --> 00:07:52,240 the limit point, right? 174 00:07:52,240 --> 00:07:55,150 This is f of x. 175 00:07:55,149 --> 00:07:58,149 And this is the limit that it approaches. 176 00:07:58,149 --> 00:07:59,359 So you want to be that close. 177 00:07:59,360 --> 00:08:02,680 And I say, well, you're going to be that close if and only if 178 00:08:02,680 --> 00:08:06,600 x-- the distance between x and 1, or the distance between x 179 00:08:06,600 --> 00:08:08,320 and the value it's approaching-- is 180 00:08:08,319 --> 00:08:08,750 less than this. 181 00:08:08,750 --> 00:08:10,629 So we just prove this algebraically. 182 00:08:10,629 --> 00:08:13,889 So whatever number you give me-- if you give me a-- if 183 00:08:13,889 --> 00:08:16,490 you say, Sal, I want to be within 1 of the limit point. 184 00:08:16,490 --> 00:08:20,110 I want f of x to be no further than 1 from the limit point, 185 00:08:20,110 --> 00:08:22,850 then I'll say, OK, and I'll give you 1/3, right? 186 00:08:22,850 --> 00:08:24,780 Because this is true. 187 00:08:24,779 --> 00:08:26,579 Let me write that out. 188 00:08:26,579 --> 00:08:30,459 So let's say you pick 1 as an epsilon. 189 00:08:30,459 --> 00:08:37,596 So you say, hey, you need to prove to me that there's some x 190 00:08:37,596 --> 00:08:43,079 value where, as long as the x value is no more-- there's 191 00:08:43,080 --> 00:08:44,129 some value of delta. 192 00:08:44,129 --> 00:08:49,080 So as long as we're no more than delta away from 1, then 193 00:08:49,080 --> 00:08:52,210 the function itself will be no more than 1 away 194 00:08:52,210 --> 00:08:53,570 from the limit value. 195 00:08:53,570 --> 00:08:54,590 Right? 196 00:08:54,590 --> 00:08:56,660 And then I say, well, you, gave me an epsilon 197 00:08:56,659 --> 00:08:58,309 that's equal to 1. 198 00:08:58,309 --> 00:09:01,139 So I could just make-- I can just say this is, you know, we 199 00:09:01,139 --> 00:09:04,860 just proved, if and only if absolute value of x minus 1 is 200 00:09:04,860 --> 00:09:09,120 less than whatever number you gave me divided by 3. 201 00:09:09,120 --> 00:09:10,789 And that actually makes a lot of sense if you 202 00:09:10,789 --> 00:09:13,899 graph this equation. 203 00:09:13,899 --> 00:09:14,990 Let me see. 204 00:09:14,990 --> 00:09:20,100 Let me draw the x-axis, y-axis. 205 00:09:20,100 --> 00:09:20,710 We already established. 206 00:09:20,710 --> 00:09:24,470 This thing looks just like the equation of 3x except it has 207 00:09:24,470 --> 00:09:27,490 a hole at x is equal to 1. 208 00:09:27,490 --> 00:09:29,840 Let me draw the graph. 209 00:09:29,840 --> 00:09:31,530 It'll have slope. 210 00:09:31,529 --> 00:09:32,699 It'll have the slope of 3. 211 00:09:32,700 --> 00:09:33,790 So it'll be pretty steep. 212 00:09:33,789 --> 00:09:36,409 It'll look something like that. 213 00:09:36,409 --> 00:09:40,939 And when we're at 1-- this point right 214 00:09:40,940 --> 00:09:43,200 here-- there's a hole. 215 00:09:43,200 --> 00:09:43,420 Right? 216 00:09:43,419 --> 00:09:45,620 This is 3. 217 00:09:45,620 --> 00:09:49,879 So all we're saying, we just proved that-- so if you said 218 00:09:49,879 --> 00:09:52,929 that you wanted to be within 1 of our limit point, that's like 219 00:09:52,929 --> 00:09:55,969 you giving me an epsilon of 1. 220 00:09:55,970 --> 00:09:58,710 So this distance right here is 1. 221 00:09:58,710 --> 00:10:02,090 222 00:10:02,090 --> 00:10:03,780 Which would be a pretty big number. 223 00:10:03,779 --> 00:10:06,970 So you want the function to be within 1 of our 224 00:10:06,970 --> 00:10:07,980 limit point, right? 225 00:10:07,980 --> 00:10:10,240 Because this is the limit point. 226 00:10:10,240 --> 00:10:13,509 Then all we're saying is, you just have to take 1/3 of that. 227 00:10:13,509 --> 00:10:16,519 So we just have to be within 1/3-- so this distance right 228 00:10:16,519 --> 00:10:22,569 here is 1/3 away from 1. 229 00:10:22,570 --> 00:10:25,030 Or we could have said it more generally, this is epsilon. 230 00:10:25,029 --> 00:10:26,179 This is epsilon. 231 00:10:26,179 --> 00:10:28,219 This would be epsilon over 3. 232 00:10:28,220 --> 00:10:29,810 This is epsilon over 3. 233 00:10:29,809 --> 00:10:32,089 And the reason why this is a proof, is because it shows no 234 00:10:32,090 --> 00:10:35,670 matter what epsilon you give me, I can always find a delta. 235 00:10:35,669 --> 00:10:37,409 Because I can just take whatever number you gave 236 00:10:37,409 --> 00:10:38,409 me, and divide it by 3. 237 00:10:38,409 --> 00:10:41,159 And I can divide any real number greater than 0. 238 00:10:41,159 --> 00:10:42,689 I can divide any real number by 3. 239 00:10:42,690 --> 00:10:44,970 So I can always-- no matter what you give me-- I can always 240 00:10:44,970 --> 00:10:45,840 find you something else. 241 00:10:45,840 --> 00:10:49,639 And therefore, I have proven by the epsilon delta definition of 242 00:10:49,639 --> 00:10:52,350 limits that the limit as x approaches 1, of 243 00:10:52,350 --> 00:10:54,889 this, is equal to 3. 244 00:10:54,889 --> 00:10:55,500