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algorithm5's Introduction

Algorithm5

Tadda

Tổng Hợp Thuật Toán

1. Thuật toán Sắp xếp và Tìm kiếm

Thuật toán Sắp xếp

  • Bubble Sort
  • Selection Sort
  • Insertion Sort
  • Merge Sort
  • Quick Sort
  • Heap Sort
  • Radix Sort

Thuật toán Tìm kiếm

  • Linear Search
  • Binary Search
  • Depth-First Search (DFS)
  • Breadth-First Search (BFS)

2. Thuật toán Cấu trúc Dữ liệu

Cây (Trees)

  • Binary Search Tree (BST)
  • AVL Tree
  • Red-Black Tree
  • Segment Tree

Đồ thị (Graphs)

  • Dijkstra’s Algorithm
  • Bellman-Ford Algorithm
  • Floyd-Warshall Algorithm
  • Prim’s Algorithm
  • Kruskal’s Algorithm

Đồ thị khác

  • Union-Find Algorithm
  • Topological Sort

3. Thuật toán Học Máy (Machine Learning)

Giám sát (Supervised Learning)

  • Linear Regression
  • Logistic Regression
  • Decision Trees
  • Support Vector Machines (SVM)
  • k-Nearest Neighbors (k-NN)
  • Naive Bayes

Không Giám sát (Unsupervised Learning)

  • k-Means Clustering
  • Hierarchical Clustering
  • Principal Component Analysis (PCA)
  • Independent Component Analysis (ICA)

Học Tăng cường (Reinforcement Learning)

  • Q-Learning
  • Deep Q-Networks (DQN)

4. Thuật toán Trí Tuệ Nhân Tạo

Tìm Kiếm (Search)

  • A* Search
  • Minimax Algorithm
  • Alpha-Beta Pruning

Học Sâu (Deep Learning)

  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Long Short-Term Memory (LSTM)
  • Generative Adversarial Networks (GAN)

5. Thuật toán Tối Ưu

  • Gradient Descent
  • Simulated Annealing
  • Genetic Algorithms
  • Particle Swarm Optimization

6. Thuật toán Mật Mã

  • RSA Algorithm
  • AES (Advanced Encryption Standard)
  • DES (Data Encryption Standard)
  • Diffie-Hellman Key Exchange

7. Thuật toán Xử Lý Tín Hiệu

  • Fast Fourier Transform (FFT)
  • Discrete Cosine Transform (DCT)
  • Kalman Filter

8. Thuật toán Xử Lý Văn Bản và Ngôn Ngữ

  • TF-IDF (Term Frequency-Inverse Document Frequency)
  • Word2Vec
  • BERT (Bidirectional Encoder Representations from Transformers)
  • LDA (Latent Dirichlet Allocation)

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