-
Notifications
You must be signed in to change notification settings - Fork 3
/
01a-intro-propositions.tex
445 lines (373 loc) · 12.2 KB
/
01a-intro-propositions.tex
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
\include{commons}
\lecturetitle{Lecture 1: Introduction}
\begin{frame}\frametitle{What is this course about?}
This is a math class. \\
\pause
But, what is mathematics? \\
\pause
Ah... that's a philosopical question. \\
\pause
IMHO, mathematics is a mean to communicate {\em precise} ideas.
\end{frame}
\begin{frame}\frametitle{It's like learning a new language}
\begin{itemize}
\item Do you remember the time when you start learning English?
\pause
\item There are a few things you have to learn and get used to.
\pause
\item They might not make so much sense in the beginning, but over
time, you will get comfortable with how the language is used.
\pause
\item As your knowledge of the language gets better, everything
becomes more natural. Learning a new language sometimes expands
your view of the world.
\pause
\item I hope it is also true with this course.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{The goals of this course}
There are two goals:
\begin{itemize}
\item To learn how to make mathematical arguments.
\pause
\item To learn various fundamental mathematical concepts that are
very useful in computer science.
\end{itemize}
\end{frame}
%%%%%%%%%%%% why
\begin{frame}[fragile]\frametitle{Why should we learn how to prove? (1)}
\pause
Look at this program.
\begin{tcolorbox}
\begin{verbatim}
if a > b:
return a
else:
return b
\end{verbatim}
\end{tcolorbox}
The author claims that this program takes two variables $a$ and $b$
and returns the larger one.
\pause
{\em Do you believe the author of the code? \pause Why?}
\end{frame}
\begin{frame}[fragile]\frametitle{Finding the maximum value. (1)}
Now look at this program.
\begin{tcolorbox}
{\small
\begin{verbatim}
if a > b:
if a > c:
return a
else:
return c
else:
if c > b:
return c
else:
return b
\end{verbatim}
}
\end{tcolorbox}
The author claims that this program takes three variables $a$, $b$
and $c$ and returns the largest one. \pause
{\em Do you believe the author of the code? \pause Why?}
\end{frame}
\begin{frame}[fragile]\frametitle{Finding the maximum value. (2)}
Finally, look at this program.
\begin{tcolorbox}
{\small
\begin{verbatim}
// Input: array A with n elements: A[0],...,A[n-1]
m = 0
for i = 0, 1, ..., n-1:
if A[i] > m:
m = A[i]
return m
\end{verbatim}
}
\end{tcolorbox}
The author claims that this program takes an array $A$ with $n$
elements and returns the maximum element. \pause
{\em Do you believe the author of the code? \pause Why?}
\pause
{\bf Can we try to test the code with all possible inputs?}
\end{frame}
\begin{frame}[fragile]\frametitle{Finding the maximum value. (3)}
Let's try again.
\begin{tcolorbox}
{\small
\begin{verbatim}
// Input: array A with n elements: A[0],...,A[n-1]
m = A[0]
for i = 1, 2, ..., n-1:
if A[i] > m:
m = A[i]
return m
\end{verbatim}
}
\end{tcolorbox}
{\em Do you believe the author of the code? \pause Why?}
\pause
{\bf Can we try to test the code with all possible inputs?}
\end{frame}
\begin{frame}[fragile]\frametitle{Another example: testing primes (1)}
A {\em prime} is a natural number greater than 1 that has no
positive divisors other 1 and itself. E.g., 2,3,5,7,11 are primes.
\pause
\begin{tcolorbox}
{\small
\begin{verbatim}
Algorithm CheckPrime(n): // Input: an integer n
if n <= 1:
return False
i = 2
while i <= n-1:
if n is divisible by i:
return False
i = i + 1
return True
\end{verbatim}
}
\end{tcolorbox}
The code above checks if $n$ is a prime number. How fast can it run?
\pause
Note that if $n$ is a prime number, the for-loop repeats for $n-2$
times. Thus, the running time is approximately proportional to
$n$.
\pause
Can we do better?
\end{frame}
\begin{frame}[fragile]\frametitle{Another example: testing primes (2)}
Consider the following code.
\begin{tcolorbox}
{\small
\begin{verbatim}
Algorithm CheckPrime2(n): // Input: an integer n
if n <= 1:
return False
let s = square root of n
i = 2
while i <= s:
if n is divisible by i:
return False
i = i + 1
return True
\end{verbatim}
}
\end{tcolorbox}
How fast can it run? \pause Note that $s = \sqrt{n}$; therefore, it
takes time approximately proportional to $\sqrt{n}$ to run.
\pause
Ok, it should be faster. {\bf But is it correct?}
\end{frame}
\begin{frame}\frametitle{Informal arguments (1)}
\begin{itemize}
\item Let's try to argue the Algorithm {\tt CheckPrime2} works
correctly. \pause
\item
Note that if $n$ is a prime number, the algorithm answers
correctly. (Why?) \pause
\item Therefore, let's consider the case when $n$ is not prime
(i.e., $n$ is a composite). \pause
\item If that's the case, $n$ has some positive divisor which is not
$1$ or $n$. Let's call this number $a$. \pause
\item Now, if $2\leq a\leq\sqrt{n}$, at some point during the
execution of the algorithm, $i=a$ and $i$ should divides $n$; thus
the algorithm correctly returns {\tt False}. \pause
\item
Are we done?
\end{itemize}
\end{frame}
\begin{frame}\frametitle{Informal arguments (2)}
\begin{itemize}
\item Recall that we are left with the case that (1) $n$ is not
prime and (2) its positive divisor $a$ is larger than
$\sqrt{n}$. \pause
\item
Let $b=n/a$. Since $n$ and $a$ are positive integers and $a$
divides $n$, $b$ is also a positive integer.
\pause
\item
Note that if we can argue that $2\leq b\leq\sqrt{n}$, we are done.
(why?)
\pause
\item
How can we do that?
\end{itemize}
\end{frame}
\begin{frame}\frametitle{The goals}
\begin{itemize}
\item Let's take a break and look back at what we are trying to do.
\pause
\begin{tcolorbox}
{\bf Original goal:} To show that Algorithm {\tt CheckPrime2} is
correct.
\end{tcolorbox}
\pause
\begin{tcolorbox}
{\bf Current (sub) goal:} Consider a positive composite $n$ and
its positive divisor $a$, where $a>\sqrt{n}$. Let $b=n/a$. We
want to show that $2\leq b\leq\sqrt{n}$.
\end{tcolorbox}
\pause
\item Before we continue, I'd like to add a bit of formalism to our
thinking process.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{The main goal}
\begin{itemize}
\item {\bf Original goal:} To show that Algorithm {\tt CheckPrime2}
is correct. \pause
\item Let's focus on the statement we want to argue for:
\begin{tcolorbox}
{\bf ``Algorithm {\tt CheckPrime2} is correct.''}
\end{tcolorbox}
\pause
\item
Note that this statement can either be ``true'' or ``false.'' If
we can demonstrate, using logical/mathematical arguments that this
statement is true, we can say that we {\bf prove} the statement.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{The (sub) goal}
\begin{itemize}
\item
{\bf Current (sub) goal:} Consider a positive composite $n$ and its
positive divisor $a$, where $a>\sqrt{n}$. Let $b=n/a$. We want
to show that $2\leq b\leq\sqrt{n}$.
\pause
\item Let's focus only on the statement we want to argue for:
\pause
\begin{tcolorbox}
\begin{center}
$2\leq b\leq\sqrt{n}$.
\end{center}
\end{tcolorbox}
\pause
\item If we only look at this statement, it is unclear if the
statement is true or false because there are variables $b$ and $n$
in the statement. It can be true in some case and it can be false
in some case depending on the values of $n$ and $b$.
\pause
\item Are we doom? \pause Not really. The statement above is not
precisely the statement we want to prove.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{The (sub) goal (second try)}
\begin{itemize}
\item
{\small {\bf Current (sub) goal:} Consider a positive composite $n$ and its
positive divisor $a$, where $a>\sqrt{n}$. Let $b=n/a$. We want
to show that $2\leq b\leq\sqrt{n}$.}
\item We can be more specific about what values of $n$ and $b$ that
we want to consider. \pause
\begin{tcolorbox}[title=Revised statement]
For all positive composite integer $n$, and for every divisor
$a$ of $n$ such that $\sqrt{n} < a < n$,
\[ 2\leq b\leq\sqrt{n},\]
where $b=n/a$.
\end{tcolorbox}
\item Note that this revised statement is now ``quantified,'' that
is, every variable in the statement has specific scope. Now the
statement is either true or false.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{Propositions\footnote{This section follows the expositions in Berkeley's CS70 lecture notes.}}
\begin{itemize}
\item A {\em proposition} is a statement which is either {\bf true}
or {\bf false}.
\pause
\item It is our basic unit of mathematical ``facts''.
\item Examples:
\begin{itemize}
\item Algorithm {\tt CheckPrime2} is correct.
\item $10^2 = 90$.
\item $\sqrt{2}$ is irrational.
\end{itemize}
\pause
\item Examples of statements which are not propositions (why?):
\begin{itemize}
\item $x > 10$.
\item $1+2+\cdots+10$.
\item This algorithm is fast.
\item Run, run quickly.
\end{itemize}
\end{itemize}
\end{frame}
\begin{frame}\frametitle{Combining propositions}
\begin{itemize}
\item We usually use a variable to refer to a proposition. For
example, we may use $P$ to stand for ``it rains'' or $Q$ to stand
for ``the road is wet.''
\pause
\item The truth value of a variable is the truth value of the
proposition it stands for.
\pause
\item Many propositions can be combined to get a complex statement
using logical operators. \pause
\item For example, we can join $P$ and $Q$ with ``and'' (denoted by
``$\wedge$'') and get
\[P\wedge Q,\]
which stands for ``it rains and the road is wet''.
\pause
\item An expression $P\wedge Q$ is an example of {\em propositional
forms}. The logical value of a propositional form ``usually''
depends on the truth value of its variables.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{Connectives: ``and'', ``or'', ``not''}
Given propositions $P$ and $Q$, we can use connectives to form more
complex propositions:
\begin{itemize}
\item {\bf Conjunction:} $P\wedge Q$ (``$P$ and $Q$''), \\
(True when both $P$ and $Q$ are true)
\item {\bf Disjunction:} $P\vee Q$ (``$P$ or $Q$''), \\
(True when at least one of $P$ and $Q$ is true)
\item {\bf Negation:} $\neg P$ (``not $P$'') \\
(True only when $P$ is false)
\end{itemize}
\pause
If $P$ stands for ``today is Tuesday'' and $Q$ stands for
``dogs are animals'', then
\begin{itemize}
\item $P\wedge Q$ stands for ``today is Tuesday and dogs are animals'',
\item $P\vee Q$ stands for ``today is Tuesday or dogs are animals'', and
\item $\neg P$ stands for ``today is not Tuesday''.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{Truth tables}
To represents values of propositional forms, we usually use truth tables.
\begin{tcolorbox}[title=And/Or/Not]
\begin{tabular}{|c|c||c|c|c|}
\hline
$P$ & $Q$ & $P\wedge Q$ & $P\vee Q$ & $\neg P$ \\
\hline
$T$ & $T$ & $T$ & $T$ & $F$ \\
$T$ & $F$ & $F$ & $T$ & \\
$F$ & $T$ & $F$ & $T$ & $T$ \\
$F$ & $F$ & $F$ & $F$ & \\
\hline
\end{tabular}
\end{tcolorbox}
\end{frame}
\begin{frame}\frametitle{Quick check 1}
For each of these statements, define propositional variables
representing each proposition inside the statement and write the
proposition form of the statement.
\begin{itemize}
\item All prime numbers are larger than 0 and all natural numbers is
at least one.
\item You are smart or you won't be taking this class.
\end{itemize}
\end{frame}
\begin{frame}\frametitle{Next lecture...}
\begin{itemize}
\item
We will discuss other ways to join two propositions, i.e.,
implications ($\Rightarrow$) and equivalences ($\Leftrightarrow$).
\item
We will look at two forms of quantifiers: universal quantifiers
and existential quantifiers.
\end{itemize}
\end{frame}