Limits of computers | Essence of Theory of Computing
Here we start a series on the "essence" of theory of computing, where we talk about the limits of computers in a brief introduction.
Thanks to the following supporters of the channel for helping support this video. If you want to contribute, links are below. Names are listed in alphabetical order by surname. Platinum: Micah Wood Silver: Dolev Abuhazira, Simone Glinz, Timmy Gy, Josh Hibschman, Patrik Keinonen, Travis Schnider, and Tao Su
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Here we show that the emptiness problem for context-free grammars (CFGs) is decidable. A variable is "productive" if it can make any string of terminals at all. So we formally define what a productive variable is, and repeatedly mark variables as productive by scanning through the rules. If no new variables are found, we stop and answer whether or not the start variable has been marked.
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https://www.youtube.com/watch?v=qFZAblZiO08
Here we show that A_REX is decidable, which is the problem of determining if a given regular expression can generate a given string. We show that this is decidable by converting the regex into an equivalent NFA, and calling the decider for A_NFA on that NFA and the same input string. Since the NFA and regex are equivalent, the answer reported is the same. Since all steps take finite time, this shows A_REX is decidable.
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https://www.youtube.com/watch?v=sPzvKqp0MBc
Here we go over the course structure and start an intro to Python. This Algorithmic Problem Solving course was given in the summer semester of 2016, and covers many different techniques of trying to solve problems algorithmically. This lecture was recorded on 16 May 2016.
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https://www.youtube.com/watch?v=FoqEr8VVtJ4
Here we show that undecidable languages are NOT closed under concatenation. The trick is to form two "opposite" languages that are based on unions, such that when concatenation is applied, all strings are included. Credit to: https://cs.stackexchange.com/questions/1549/operations-under-which-the-class-of-undecidable-languages-isnt-closed
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https://www.youtube.com/watch?v=jAHKYpRt7h0
Here we give a complete and correct proof of Chomsky Normal Form, which is a restricted form of context-free grammars, and the proof is that every CFG can be converted into CNF. Many proofs out there give a "hand-wavy" argument, but we give a technically sound argument at each step of the way. There are 5 stages - watch the video to find out what the 5 are!
Timestamps:
0:00 - Intro
3:00 - Definition of Chomsky Normal Form
7:30 - Proof of Step 1's correctness
12:15 - Proof of Step 2's correctness
20:20 - Proof of Step 3's correctness
27:13 - Proof of Step 4's correctness
30:42 - Proof of Step 5's correctness
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Here we will start interspersing exam questions between lecture material so that we can see "real" problems that are actually asked on tests. Here is a problem from GATE 2019 (Question 15) about discrete math, specifically about sets and subsets. We arrive at the answer without knowing the answers in advance.
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...
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Here we present Dijkstra's algorithm, which is a generalization of breadth-first search in which we incorporate weights into the graph (nonnegative weights). BFS does not work as intended, but we arrive at a shortest-path algorithm that follows the same idea as BFS by "exploring" the least-cost edge "out" of the set of vertices currently seen.
Thanks to the following supporters of the channel for helping support this video. If you want to contribute, links are below. Names are listed in alphabetical order by surname.
Platinum: Micah Wood
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▶ABOUT ME◀
I am a professor of Computer Science, and am passionate about CS theory. I have taught many courses at several different universities, including several sections of undergraduate and graduate theory-level classes.
...
https://www.youtube.com/watch?v=18lQVYRJtoA
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Here we do a (somewhat regularly scheduled) livestream in creating a textbook for theory of computation.
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I am a professor of Computer Science, and am passionate about CS theory. I have taught many courses at several different universities, including several sections of undergraduate and graduate theory-level classes.
...
https://www.youtube.com/watch?v=g72YoWhpRUc
Here we show all closure properties of all language classes in the theory of computation class (regular, CFL, decidable, recognizable) as well as all decidability and undecidability results (A_X, E_X, EQ_X when X is DFA/NFA/regex, CFG/PDA, LBA, and TM). I also give brief reasons for each one of them why they are true.
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▶SEND ME THEORY QUESTIONS◀
ryan.e.dougherty@icloud.com
▶ABOUT ME◀
I am a professor of Computer Science, and am passionate about CS theory. I have taught many courses at several different universities, including several sections of undergraduate and graduate theory-level classes.
...
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