PPT-An Introduction to Genetic Algorithm (GA)

By Dola Pathak For STAT 992Computational Statistics SPRING 2015 1 Motivating Example Motivating Example The data were collected at Baystate Medical Center in Spring field Massachusetts in . Genetic Drift. Genetic drift is random fluctuation in allele frequency between generations. . The effects of genetic drift are pronounced in small populations. .. A Genetic Bottleneck is a Form of Genetic Drift. Random change in allele frequencies from 1 generation to . the next.. Individuals who survive . & pass on their genes are not necessarily the “fittest” . Leads to a loss of genetic variation. Developed by . Ms. . Shawna . Morrison, . Dr. June Carroll, . and . Dr. Judith . Allanson. Last updated . May 2016. Disclaimer. This presentation is for educational purposes only and should not be used as a substitute for clinical judgement. GEC-KO aims to aid the practicing clinician by providing informed opinions regarding genetic services that have been developed in a rigorous and evidence-based manner. Physicians must use their own clinical judgement in addition to published articles and the information presented herein. GEC-KO assumes no responsibility or liability resulting from the use of information contained herein. . Classification. Artificial Hip STEM. history. First elaborated . in 1961 . More . than 1,000,000 operations each year . worldwide. Performance depend on:. Stress. Displacement. Amount . of . wear. Fatigue. Risks and Benefits of Knowing Your Genetic Makeup. Julie Hopp. Genetic Screening: Who Should Be Tested. CDC’s 2004 Science Ambassador Program. Overview. Genetics Review. Types of Genetic Disorders. You can compare dogs of every breed imaginable! . There is an enormous range of characteristics that are the result of . genetic variation. . . The differences among breeds of dogs are so great that someone might think that many of these breeds are different species. . You can compare dogs of every breed imaginable! . There is an enormous range of characteristics that are the result of . genetic variation. . . The differences among breeds of dogs are so great that someone might think that many of these breeds are different species. . ความหมายของ . Genetic Algorithms . องค์ประกอบของ . Genetic Algorithms . กระบวนการของ . Genetic Operator . ขั้นตอนการทำงาน . Yifan. Shen. Tianjiao Wei. Linyun. Wei. Complaints About. . Queueing. . Situation. 放等候时长. data. （柱状图、折线图、加趋势）. Disney’s. . Queueing. . Situation. Queue Length of . MapReduce. Fei. . Teng. Doga Tuncay. Outline. Goal. Genetic Algorithm. Why . MapReduce. . Hadoop. /Twister. Performance Issues. References. Goal. Implement a genetic algorithm on Twister to prove that Twister is an ideal . Polydactyly. Down Syndrome. Hemophelia. Progeria. Hypertrichosis. Sickle Cell Anaemia. INTRODUCTION. What is genetic diseases/disorders?. The human body is composed up of cells , each one specializing a particular function like sensing light, smelling . Terms to define. Chromosome – a set of . numbers representing one possible solution. Generation . – a single loop within GA loop search. Loops through the reproduction, mutation, and adaptation process to obtain best fit model. Algorithm is a step-by-step procedure, which defines a set of instructions to be executed in a certain order to get the desired output. Algorithms are generally created independent of underlying languages, i.e. an algorithm can be implemented in more than one programming language.. Deepak Das (170010012). Anshul Sharma (170010028). Let’s start with the famous quote by Charles Darwin:. “It is not the strongest of the species that survives, nor the most intelligent , but the one most responsive to change.