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The P=NP problem - New Mexico State University
The P=NP problem - New Mexico State University

... • famous Pascal-Fermat correspondence ensues • foundation for more general results. • …Others got involved including Christiaan Huygens. • In 1657 Huygens published De Ratiociniis in Aleae Ludo (Calculations in Games of Chance) • What Huygens actually wrote was a set of 14 Propositions bearing littl ...
February 17
February 17

sampling – evaluating algoritms
sampling – evaluating algoritms

• Bernoulli Trials (Binomial Distribution) Concepts to know for Exam 3
• Bernoulli Trials (Binomial Distribution) Concepts to know for Exam 3

... • Bernoulli Trials (Binomial Distribution) – mean, standard deviation ...
RANDOM VARIABLES Definition: Recall that a probability space (S
RANDOM VARIABLES Definition: Recall that a probability space (S

... X : (S, E, P ) → (Ω, F, PX ) where Ω ⊆ R and we define PX (A) = P (s ∈ S : X(s) ∈ A) for all events A ∈ F Or, more simply, if we’re interested in the probability that X equals a specific value x, then PX (X = x) = P (s ∈ S : X(s) = x) Q: How are these consistent? A: We tend to only be explicit about ...
Theorem The maximum of n mutually independent Bernoulli random
Theorem The maximum of n mutually independent Bernoulli random

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Ars Conjectandi



Ars Conjectandi (Latin for The Art of Conjecturing) is a book on combinatorics and mathematical probability written by Jakob Bernoulli and published in 1713, eight years after his death, by his nephew, Niklaus Bernoulli. The seminal work consolidated, apart from many combinatorial topics, many central ideas in probability theory, such as the very first version of the law of large numbers: indeed, it is widely regarded as the founding work of that subject. It also addressed problems that today are classified in the twelvefold way, and added to the subjects; consequently, it has been dubbed an important historical landmark in not only probability but all combinatorics by a plethora of mathematical historians. The importance of this early work had a large impact on both contemporary and later mathematicians; for example, Abraham de Moivre.Bernoulli wrote the text between 1684 and 1689, including the work of mathematicians such as Christiaan Huygens, Gerolamo Cardano, Pierre de Fermat, and Blaise Pascal. He incorporated fundamental combinatorial topics such as his theory of permutations and combinations—the aforementioned problems from the twelvefold way—as well as those more distantly connected to the burgeoning subject: the derivation and properties of the eponymous Bernoulli numbers, for instance. Core topics from probability, such as expected value, were also a significant portion of this important work.
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