#111 – Richard Karp: Algorithms and Computational Complexity
July 26, 2020
2 hr 8 min
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Episode 111 · July 26, 2020
#111 – Richard Karp: Algorithms and Computational Complexity
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Sebastian Raschka Episodes Around July 26, 2020
Episode 108 of 498 — walk the feed in the order it was published.
#111 – Richard Karp: Algorithms and Computational Complexity
Summary
<p>Richard Karp is a professor at Berkeley and one of the most important figures in the history of theoretical computer science. In 1985, he received the Turing Award for his research in the theory of algorithms, including the development of the Edmonds–Karp algorithm for solving the maximum flow problem on networks, Hopcroft–Karp algorithm for finding maximum cardinality matchings in bipartite graphs, and his landmark paper in complexity theory called “Reducibility Among Combinatorial Problems”, in which he proved 21 problems to be NP-complete. This paper was probably the most important catalyst in the explosion of interest in the study of NP-completeness and the P vs NP problem.</p>
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<p>Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.</p>
<p>OUTLINE:<br />
00:00 – Introduction<br />
03:50 – Geometry<br />
09:46 – Visualizing an algorithm<br />
13:00 – A beautiful algorithm<br />
18:06 – Don Knuth and geeks<br />
22:06 – Early days of computers<br />
25:53 – Turing Test<br />
30:05 – Consciousness<br />
33:22 – Combinatorial algorithms<br />
37:42 – Edmonds-Karp algorithm<br />
40:22 – Algorithmic complexity<br />
50:25 – P=NP<br />