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سرفصل مطالب

سرفصل مطالب
# سرفصل مطالب طرح درس (براساس سرفصل)
1 A brief review of linear algebra and orthogonal decomposition techniques
2 A brief review of linear algebra and orthogonal decomposition techniques
3 A brief review of linear algebra and orthogonal decomposition techniques
4 Modeling of data, Ridge regression, Automatic selection
5 Modeling of data, Ridge regression, Automatic selection
6 Inverse Theory
7 Numerical methods for solving partial differential equations
8 Numerical methods for solving partial differential equations
9 Numerical methods for solving partial differential equations
10 Numerical methods for solving partial differential equations
11 Introduction to Optimization
12 Classical Methods of Unconstrained Optimization
13 Classical Methods of Unconstrained Optimization
14 Classical Methods of Unconstrained Optimization
15 Classical Methods of Unconstrained Optimization
16 GA as an example of Global Optimization
17 Ant colony optimization
18 An Introduction to Artificial Neural Networks
19 MLP & RBF neural networks
20 Special topics in neural networks
21 Special topics in neural networks
22 Molecular simulation