Algorithm Analysis and Design NP-Completeness Pham Quang Dung Hanoi‚ 2012 Pham Quang Dung () Algorithm Analysis and Design NP-Completeness Hanoi‚ 2012 1 / 31 Outline 1 Easy problems - class P Decision problems vs. Optimization problems Class NP Reductions NP-complete class 2 3 4 5 Pham Quang Dung () Algorithm Analysis and Design NP-Completeness Hanoi‚ 2012 2 / 31 Class P: Problems that are solvable by polynomial-time algorithms (O(nk ) where n
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– I Analysis of Algorithm: INTRODUCTION – ANALYZING CONTROL STRUCTURES-AVERAGE CASE ANALYSIS-SOLVING RECURRENCES. ALGORITHM Informal Definition: An Algorithm is any well-defined computational procedure that takes some value or set of values as Input and produces a set of values or some value as output. Thus algorithm is a sequence of computational steps that transforms the i/p into the o/p. Formal Definition: An Algorithm is a finite set of
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is sorted array 3. Insertion Sort 1. algorithm passes through each element everything before element is sorted puts element in appropriate place in sorted half of array by checking each element starting from the back of the sorted part of the array 2. Code Methods: insertionsort 3. Worst Case O(N2) – when array is reverse sorted 4. Best Case O(N) – when array is already sorted 5. Swap Number = number of inversions (i.e.‚ i < j but a[i] > a[j]) Running Time = O(I + N) Notice that for
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“Shaker Sort Algorithm” History Features Algorithm/Process Implementation 1. Pseudo code 2. Flowchart 3. Other programs Sample case study History of shaker sort Shaker Sort (implemented by Jason Harrison) Shaker Sort is like Selection Sort in that it passes over the unsorted part of the array to select the next element(s) to add to the sorted part. It differs in that with each pass it looks for the smallest and the largest remaining element. It then moves the smallest element into its
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where (i ) (i ) (i 1 ) (i 1 ) θ 1 ‚ ...‚ θ k 1 ‚ θ k +1 ‚ ...‚ θ p (i ) For k = 1 : p Sample θ k θ (i ) k π θk j θ = . AD () March 2007 2 / 45 The Gibbs sampler requires sampling from the full conditional distributions π ( θk j θ k ) . AD () March 2007 3 / 45 The Gibbs sampler requires sampling from the full conditional distributions π ( θk j θ k ) . For many complex models‚ it is impossible to sample from several of these “full” conditional distributions.
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Axia College Material Appendix D Career Self-Reflection I Maintaining patient files occurs within various types of health care and health care settings. One goal of this course is to help you contemplate choices for your career. From what you’ve learned about medical records and health care settings so far‚ highlight the choices that best reflect your career interests and explain your reasons: 1. My career interest at this time is more oriented toward: · Primary care—point of first
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TK3043 : Analysis and Design of Algorithms Assignment 3 1. Compute the following sums: a. ∑ Answer: =∑ =u–1+1 = (n + 1) – 3 + 1 =n+1–2 =n-2 b. ∑ Answer: =∑ = [1 + 2] + … + n =∑ + (n + 1) – (1 + 2) =∑ + (n + 1) – 3 =∑ +n –2 = n(n + 1) + (n - 2) 2 = n2 + n + (n - 2) 2 = n2 + 3n – 4 2 c. ∑ Answer: ∑ =∑ =∑ = n (n+1) (2n + 1) + n (n+1) 6 2 = (n - 1) (n -1 + 1) (2 ( n –1) +1) + (n - 1) (n – 1 + 1) 6 2 = (n - 1) (n) (2n – 2 + 1) + (n – 1) (n) 6 2 2 = (n - n) (2n
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Psychology 210 Introduction to Psychology Version 2 8/06/07 PSY 210 PSY 210 Introduction to Psychology Program Council The Academic Program Councils for each college oversee the design and development of all University of Phoenix curricula. Council members include full-time and practitioner faculty members who have extensive experience in this discipline. Teams of full-time and practitioner faculty content experts are assembled under the direction of these Councils to create specific
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purpose of B-BBEE verification is to issue an accurate B-BBEE Certificate and score of an organisation‚ based on measuring credible evidence provided by an organisation. All B-BBEE measurements calculated in lieu of issuing certificates must be done by a SANAS accredited B-BBEE verification agency‚ or individual practitioner (B-BBEE Professional). In doing this‚ an organisation will have peace of mind that the score they attain on their certificate is based on a credible verification measurement and
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[pic] Contents: 1. Questionnaire Sample P.2~P.4 2. The result of questionnaire P.5~P.14 3. The analyze of questionnaire P.15 4. The 8 elements for programming P.15~P.18 5. Communication P.18~P.19 6. Evaluation P.19~P.20 [pic]Johnson & Johnson baby’s products Questionnaire Over the past hundred years‚ Johnson & Johnson always provide the safe and reliable baby-care products with parents‚ our company attaches the customer’s trust. Therefore‚ we are committed to
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