甘肃农业大学：《基因工程》课程教学资源（专业综合实验教学大纲）Genetic Engineering

甘肃农业大学：《基因工程》课程教学资源（电子教案）Genetic Engineering（任课教师：司怀军）

安徽医科大学：《医学遗传学》课程教学资源（课件讲稿，打印版）09 Genetic Variation in Individuals and Population

遗传算法 Genetic Algorithms, GA 粒子群优化算法 Particle Swarm Optimization, PSO 贝叶斯优化算法 Bayesian Optimization 算法应用示例 Application Demos 自动化机器学习 Automated machine learning

河南大学：《生物化学》课程教学资源（教案讲义）第二十章 DNA重组与基因工程 DNARecombination and Genetic engineering

• Data Mining – From data warehousing to data mining. – Data pre-processing and data mining life-cycle. – Association and sequence analysis; classification and clustering. – Fuzzy Logic, Neural Networks, and Genetic Algorithms. – Mining Complex Data. • OLAP mining; spatial data mining; text mining; time-series data mining; web mining; visual data mining. • Data warehousing. – Introduction; basic concepts of data warehousing; data warehouse vs. Operational DB; data warehouse and the industry. – Architecture and design; two-tier and three￾tier architecture; star schema and snowflake schema; data capturing, replication, transformation and cleansing. – Data characteristics; metadata; static and dynamic data; derived data. – Data Marts; OLAP; data mining; data warehouse administration

◼ Basic Concepts of EC ◼ Genetic Algorithms ◼ An Example ◼ Chromosome Representation ◼ Stopping Criteria ◼ Initial Population ◼ Selection Mechanisms ◼ Crossover and Mutation ◼ Fitness Functions ◼ Another Example ◼ Application: Routing Optimization ◼ Advantages and Disadvantages of EC

1. Introduction 2. Chemical Factors in Carcinogenesis 3. Physical Factors in Carcinogenesis 4. Viral Oncogenesis 5. Genetic Predisposition

1.A Nucleic Acid Consists of Four Kinds of Bases Linked to a Sugar-Phosphate Backbone 2.A Pair of Nucleic Acid Chains with Complementary Sequences Can Form a Double￾Helical Structure 3.DNA Is Replicated by Polymerases That Take Instructions from Templates

I. Genes and Gene Experession 7.1 Macromolecules and Genetic Information II. DNA STRUCTURE 7.2 DNA Structure: The Double Helix 双螺旋 7.3 DNA Structure: Supercoiling 超螺旋结构