Pseudorandom number generators

Generalized inversive congruential pseudorandom numbers

An approach to nonlinear congruential methods of generating uniform pseudorandom numbers in the interval [0,1) is the Inversive congruential generator with prime modulus. A generalization for arbitrary composite moduli with arbitrary distinct primes will be present here. Let . For integers with gcd (a,m) = 1 a generalized inversive congruential sequence of elements of is defined by where denotes the number of positive integers less than m which are relatively prime to m. (Wikipedia).

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Number Theory | Congruence Modulo n -- Definition and Examples

We define the notion of congruence modulo n among the integers. http://www.michael-penn.net

From playlist Modular Arithmetic and Linear Congruences

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Giray Ökten: Number sequences for simulation - lecture 1

After an overview of some approaches to define random sequences, we will discuss pseudorandom sequences and low-discrepancy sequences. Applications to numerical integration, Koksma-Hlawka inequality, and Niederreiter’s uniform point sets will be discussed. We will then present randomized q

From playlist Probability and Statistics

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(New Version Available) Compound Inequalities

New version: https://youtu.be/U20Dp4lPVoo http://mathispower4u.wordpress.com/

From playlist Linear and Absolute Value Inequalities

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Number Theory | Integer Congruence Example 1

We give a few examples involving integer congruence.

From playlist Modular Arithmetic and Linear Congruences

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Periodic Random Function Generation using Matplotlib and Python

In signal processing, for certain applications, periodic random signals might be needed. In this micro-tutorial we show how such a periodic random function can be generated. This is achieved by looping a 2d random noise onto itself to create a 1 dimensional random noise. The algorithm is i

From playlist Engineering Animations

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Alex Kontorovich: Local-Global in Thin Orbits and Applications

The lecture was held within the framework of the Hausdorff Trimester Program: Harmonic Analysis and Partial Differential Equations and the Workshop: Analytic Number Theory of the Hausdorff Center for Mathematics 17.07.2014 This video was created and edited with kind support from eCampus

From playlist HIM Lectures: Trimester Program "Harmonic Analysis and Partial Differential Equations"

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Lecture 9 - Random Walk Models

This is Lecture 9 of the COMP510 (Computational Finance) course taught by Professor Steven Skiena [http://www.cs.sunysb.edu/~skiena/] at Hong Kong University of Science and Technology in 2008. The lecture slides are available at: http://www.algorithm.cs.sunysb.edu/computationalfinance/pdf

From playlist COMP510 - Computational Finance - 2007 HKUST

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Number Theory | Linear Congruences Proposition 2

We give the proof of a proposition regarding the number of solutions of a linear congruence. http://www.michael-penn.net

From playlist Modular Arithmetic and Linear Congruences

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MATH2018 Lecture 6.2 Special Matrices

We look at the properties of invertible matrices, symmetric matrices, and orthogonal matrices, and discuss some important relationships between them.

From playlist MATH2018 Engineering Mathematics 2D

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Science & Technology Q&A for Kids (and others) [Part 55]

Stephen Wolfram hosts a live and unscripted Ask Me Anything about science and technology for all ages. Find the playlist of Q&A's here: https://wolfr.am/youtube-sw-qa Originally livestreamed at: https://twitch.tv/stephen_wolfram Outline of Q&A 0:00 Stream starts 2:25 Stephen begins the s

From playlist Stephen Wolfram Ask Me Anything About Science & Technology

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Shou-Wu Zhang: Congruent number problem and BSD conjecture

Abstract : A thousand years old problem is to determine when a square free integer n is a congruent number ,i,e, the areas of right angled triangles with sides of rational lengths. This problem has a some beautiful connection with the BSD conjecture for elliptic curves En:ny2=x3−x. In fact

From playlist Jean-Morlet Chair - Research Talks - Prasad/Heiermann

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Linear congruences

In this video we continue discussing congruences and, in particular, we discuss solutions of linear congruences. The content of this video corresponds to Section 4.4 of my book "Number Theory and Geometry" which you can find here: https://alozano.clas.uconn.edu/number-theory-and-geometry/

From playlist Number Theory and Geometry

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Stanford Seminar - PCG: A Family of Better Random Number Generators

"PCG: A Family of Better Random Number Generators" - Melissa O'Neill of Harvey Mudd College Colloquium on Computer Systems Seminar Series (EE380) presents the current research in design, implementation, analysis, and use of computer systems. Topics range from integrated circuits to operat

From playlist Engineering

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Example of Skew-Symmetric Matrix

Matrix Theory: Let a be an invertible skew-symmetric matrix of size n. Show that n is even, and then show that A^{-1} is also skew-symmetric. We show the identities (AB)^T = B^T A^T and (AB)^{-1} = B^{-1}A^{-1}.

From playlist Matrix Theory

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Transcendental numbers powered by Cantor's infinities

In today's video the Mathologer sets out to give an introduction to the notoriously hard topic of transcendental numbers that is both in depth and accessible to anybody with a bit of common sense. Find out how Georg Cantor's infinities can be used in a very simple and off the beaten track

From playlist Recent videos

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Giray Ökten: Derivative pricing, simulation from non-uniform distributions - lecture 3

The models of Bachelier and Samuelson will be introduced. Methods for generating number sequences from non-uniform distributions, such as inverse transformation and acceptance rejection, as well as generation of stochastic processes will be discussed. Applications to pricing options via re

From playlist Probability and Statistics

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Jonathan Katz - Introduction to Cryptography Part 1 of 3 - IPAM at UCLA

Recorded 25 July 2022. Jonathan Katz of the University of Maryland presents "Introduction to Cryptography I" at IPAM's Graduate Summer School Post-quantum and Quantum Cryptography. Abstract: This lecture will serve as a "crash course" in modern cryptography for those with no prior exposure

From playlist 2022 Graduate Summer School on Post-quantum and Quantum Cryptography

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Number Theory | Some properties of integer congruence.

We examine some basic properties of congruence modulo n among the integers.

From playlist Modular Arithmetic and Linear Congruences

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Solving Laplacian Systems of Directed Graphs - John Peebles

Computer Science/Discrete Mathematics Seminar II Topic: Solving Laplacian Systems of Directed Graphs Speaker: John Peebles Affiliation: Member, School of Mathematics Date: March 02, 2021 For more video please visit http://video.ias.edu

From playlist Mathematics

Related pages

Pseudorandom number generator | Linear congruential generator | Integer | List of random number generators | Inversive congruential generator | Fermat's little theorem