Avi Wigderson: Randomness and pseudorandomness

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The Abel Prize

The Abel Prize

Күн бұрын

Abstract:
The talk is aimed at a general audience, and no particular background will be assumed.
Is the universe inherently deterministic or probabilistic? Perhaps more importantly - can we tell the difference between the two?
Humanity has pondered the meaning and utility of randomness for millennia. There is a remarkable variety of ways in which we utilize perfect coin tosses to our advantage: in statistics, cryptography, game theory, algorithms, gambling... Indeed, randomness seems indispensable!
Which of these applications survive if the universe had no randomness in it at all? Which of them survive if only poor quality randomness is available, e.g. that arises from "unpredictable" phenomena like the weather or the stock market?
Pseudorandomness is the study, by mathematicians and computer scientists, of deterministic structures which share some properties of random ones. Understanding pseudorandom objects and constructing them efficiently leads to a surprisingly positive answer to the questions above, namely that much can be done with poor quality randomness, of even without any randomness at all. I plan to explain key aspects of this theory, and mention some of Endre Szemerédi's contributions to pseudorandomness.
This lecture was held at The University of Oslo, May 23, 2012 and was part of the Abel Prize Lectures in connection with the Abel Prize Week celebrations.
Program for the Abel Lectures 2012:
1. "In every chaos there is an order" by Abel Laureate Endre Szemerédi
2. "The many facets of the Regularity Lemma" by professor László Lovász
3. "The afterlife of Szemerédi's theorem" by professor Timothy Gowers
4. "Randomness and pseudorandomness" a science lecture by professor Avi Wigderson

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