計算生物學-建模與預測

Computaional Biology:Modeling and Prediction

學期

106-1

學分

0 學分

當期課號

5719

永久課號

IBI5134

開課單位

生物資訊及系統生物研究所

授課教師

何信瑩

校區

光復

類別

選修

上課時間表

節	週三
5 13:20–14:10	計算生物學-建模與預測 EF253（光復） 3 節連堂
6 14:20–15:10
7 15:30–16:20

* 根據陽明交大上課時間表所列

概述

The course introduces the basic concept and method of intelligent computing. And let students understand characteristics and belong of every method by class discussion. Final,students could understand the actual application of intelligent computing method in bioinformatics and other fields.

先修科目

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備註

無備註

教學方式

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評分方式

Course teach,discuss and report

課程大綱

Course teach,discuss and report
Intelligent Evolutionary Algorithms

○ Intelligent Genetic Algorithm ○ Intelligent Multi-Objective Evolutionary Algorithm ○ Inheritable Genetic Algorithm ○ Orthogonal Simulated Annealing ○ Orthogonal Particle Swarm Optimization ○ Evolutionary Fuzzy Classifiers ○ Evolutionary Fuzzy Neural Network ○ Evolutionary Support Vector Machine ○ Evolutionary Hidden Markov Model ○ Etc.
Applications of Bioinformatics

○ Microarray Data Analysis ○ Protein-Ligand Docking ○ Gene Network ○ Protein-DNA binding ○ Prediction of Enzyme subfamily class ○ Prediction of Immunogenicity ○ Subcellular Localization ○ Etc.

週次計畫

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教科書

1. Machine Learning, Tom M. Mitchell, ISBN:0-07-115467-1 2. Introduction to Evolutionary Computing, A.E. Eiben and J.E. Smith, ISBN:3-540-40184-9 3. Pattern Classification, Richard O. Duda, Peter E. Hart and David G. Stork, ISBN:0-471-05669-3 4. Related papers

Office Hours

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