complex system. In this thesis‚ Monte Carlo Simulation (MCS) has been proposed for the purpose of reliability evaluation of the distribution network containing renewable distributed generation which is a simulative technique. The MCS is widely used in power system studies such as probabilistic power flow‚ economic dispatch and reliability evaluations [12]‚ [13]. Evaluation of distribution system reliability based on Monte Carlo Simulation is one the well-known method in complex non-linear systems.
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Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo Ruslan Salakhutdinov rsalakhu@cs.toronto.edu Andriy Mnih amnih@cs.toronto.edu Department of Computer Science‚ University of Toronto‚ Toronto‚ Ontario M5S 3G4‚ Canada Abstract Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP estimate of the model parameters‚ a procedure that can be
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Lecture Notes on Monte Carlo Methods Fall Semester‚ 2005 Courant Institute of Mathematical Sciences‚ NYU Jonathan Goodman‚ goodman@cims.nyu.edu Chapter 2: Simple Sampling of Gaussians. created August 26‚ 2005 Generating univariate or multivariate Gaussian random variables is simple and fast. There should be no reason ever to use approximate methods based‚ for example‚ on the Central limit theorem. 1 Box Muller It would be nice to get a standard normal from a standard uniform by
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PERT became popular around the same time computers were progressing from the mainframe to mini-computers. During the evolution of computer technology‚ advanced programs were developed to provide further probabilistic estimates via simulations (Monte Carlo Analysis). B) PERT assumes the Beta probability distribution to calculate the expected time of an activity within a network. PERT requires that for each activity‚ three duration estimates are needed (optimistic‚ most likely‚ pessimistic). This
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MATHEMATICS Computational Efficiency of Box-Muller and Polar Method Using Monte-Carlo Application by : Joy V. Lorin-Picar Mathematics Department Davao del Norte State College‚ New Visayas‚ Panabo City picar_joy@yahoo.com ABSTRACT The efficiency of Mean Square Error (MSE) of the random normal variables generated from both the Marsaglia Polar Method and Box-Muller Method was examined for small and large n with Monte-Carlo application using MATHLAB. The empirical results showed that
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Title : The Mini Cooper Story ; The Car of the Century Order : Topical Order General Purpose : To inform Specific Purpose : To inform audience the story behind of Mini Cooper time-line Introduction 1) Exciting build-up a) Prototype commissioned By the latter half of the 1950s‚ Leonard Lord‚ chairman of the British Motor Corporation (BMC)‚ had become convinced of the need for a new kind of small car. In 1957‚ he commissioned engineer Alec Issigonis‚
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Introduction An information system consists of input‚ processing‚ output‚ and feedback. With these activates the information system helps to produce the information that associations need to get better decision-making‚ problem solving‚ controlling operations‚ and creating new products or services. The information systems can assist a business in that they contain important information about an exacting client‚ place‚ or event that get place in the organization or the environment nearby it. Information
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Recognize the power and limits of the mental model Ford Motor Company recognized the teen death rate in 2010. So came up with a control the limit and power of teen driving by making a key in which controls the speed and volume on how a teen drives and listens to music by inserting a chip into the key in which only allows a teen driver to drive a certain speed and listen to music at a certain volume in order to bring down the rate of teen vehicle deaths in the USA. Parents have the option of setting
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Learning Team A- Value Alignment Paper BUS/475- Integrated Business Topics February 4th‚ 2013 Jon Mitchell Learning Team A- Value Alignment Paper **INTRO** Origins and subsequent evolution of your personal and workplace values There are many values and ethics that go into creating a successful and profitable workplace. Many companies adopt their personal values into the workplace to help aide in the daily task that needs to be completed. Adopting personal values into workplace help set
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Asleep At The Wheel: Ford Motor Company’s Exclusion of the Older Worker Power Point to accompany Opportunities and Challenges of Workplace Diversity by Kathryn A. Cañas and Harris Sondak Prepared by Levi Baker‚ Kathryn A. Cañas‚ and Harris Sondak “I will build a motorcar for the great multitude.” -Henry Ford Case Overview • Ford Chief Executive Officer‚ Jacques Nasser • A History of Diversity at Ford • Nasser’s Diversity Crusade • Nasser’s Performance Management Process (PMP)
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