ABSTRACT: We study complexity of finding a local minimum in the worst and the average cases. We introduce several neighborhoods and show that the corresponding. In the average case we note that standard local descent algorithm is polynomial. INTRODUCTION: An algorithm is a set of instructions to be followed to solve a problem Worst‚ Average and Best Cases In the previous post‚ we discussed how asymptotic analysis overcomes the problems of naive way of analyzing algorithms
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Question 1 With the use of Merton Model‚ the probability of Default (PD) of each firm is summarized as follow: Company Name | ASX Code | Probability of Default | Adelaide Brighton Limited | ABC | 0% | Buderim Ginger Limited | BUG | 26.079% | FFI Holdings Limited | FFI | 0.056% | McPherson’s Limited | MCP | 0.003% | Reece Australia Limited | REH | 0% | Vietnam Industrial Investments Limited | VII | 2.472% | Question 2 Using 15 Sep 2008 as a cut-off point‚ the pre and post results
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Worksheet 5 (Chapter 3): Probability II Name: ______________________________________________ Section: _________________________ For any of the following questions be sure to show appropriate work and give appropriate probability statements. 1. Students taking the Graduate Management Admissions Test (GMAT) were asked about their undergraduate major and intent to pursue their MBA as a full-time or part-time student. A summary of their responses follows. Intended Enrollment Status
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Factor of safety and probability of failure Introduction How does one assess the acceptability of an engineering design? Relying on judgement alone can lead to one of the two extremes illustrated in Figure 1. The first case is economically unacceptable while the example illustrated in the drawing on the right violates all normal safety standards. Sensitivity studies The classical approach used in designing engineering structures is to consider the relationship between the capacity C (strength
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22% said they watch the same amount and 8% said they watch more. Find the probability out of a randomly selected group of five that exactly three will say they watch less T.V. this year than last. a. Not binomial. b. N/A c. n=5 p=0.70 q=0.30 r: (0‚ 3.5) 2. There are 20 m&m’s candies in a dish. 8 are brown‚ three red‚ five green and four yellow. Two candies are picked from the dish at random. What is the probability that both are red? a. Binomial b. P(Success) = 6/20 = 3/10 P(Failure)
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TLFeBOOK FUNDAMENTALS OF PROBABILITY AND STATISTICS FOR ENGINEERS T.T. Soong State University of New York at Buffalo‚ Buffalo‚ New York‚ USA TLFeBOOK TLFeBOOK FUNDAMENTALS OF PROBABILITY AND STATISTICS FOR ENGINEERS TLFeBOOK TLFeBOOK FUNDAMENTALS OF PROBABILITY AND STATISTICS FOR ENGINEERS T.T. Soong State University of New York at Buffalo‚ Buffalo‚ New York‚ USA TLFeBOOK Copyright 2004 John Wiley & Sons Ltd‚ The Atrium‚ Southern G ate‚ Chichester‚ West
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Bayes’ theorem describes the relationships that exist within an array of simple and conditional probabilities. For example: Suppose there is a certain disease randomly found in one-half of one percent (.005) of the general population. A certain clinical blood test is 99 percent (.99) effective in detecting the presence of this disease; that is‚ it will yield an accurate positive result in 99 percent of the cases where the disease is actually present. But it also yields false-positive results in 5
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Suppose we take a random sample of size 100 from a discrete distribution in this manner: A green die and a red die are thrown simultaneously 100 times and let Xi denote the sum of the spots on the two dice on the ith throw‚ i = 1‚ 2‚...100. Find the probability that the sample mean number of spots on the two dice is less than 7.5. n = 100 µ = 7 µ[pic] = 7 σ = 2.41 σ[pic] = 2.41 /[pic] |X |2 |3 |4
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Probable Probability; Rolling Dice Statistics is based upon based upon common sense and logic‚ in a complex data. Probability is just one of the many topics in statistical mathematics. It is used in our daily life‚ all over the world. Even games‚ require taking a chance and using probability to determine the predicted outcomes. Probability is the measure of how often a particular event will happen if something is done repeatedly‚ (596 Webster’s Dictionary). You cannot determine
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Probability Theory and Game of Chance Jingjing Xu April 24‚ 2012 I. INTRODUCTION Probability theory is the mathematical foundation of statistics‚ and it can be applied to many areas requiring large data analysis. Curiously‚ that the study on probability theory has its root in parlor games and gambling. In 17th century‚ dice gambling was a very common entertainment among the upper class. An
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