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  • Intelligent Systems

Numerical Methods

  • 二分法
  • ニュートン法

Optimization

  • First-Order Methods
    • Gradient Descent
    • Momentum
  • Linear Programming
    • Forms of Linear Programming Problems
    • Piecewise Linear Convex Functions
  • Integer Programming
    • General Branch-and-Bound
  • Graphs and Networks
    • Dijkstra’s Algorithm
  • Metaheuristics
    • Genetic Algorithm
    • Particle Swarm Optimization
    • Constraint Handling
    • Differential Evolution
    • Initialization
  • Surrogate
    • Surrogate-based optimization
  • Optimization Problems
    • The Newsvendor Problem

Operations Research

  • Project Evaluation and Review Technique (PERT)
  • The Economic Order Quantity Model

Machine Learning

  • Supervised Learning
    • Perceptron
  • Reinforcement Learning
    • Multi-armed Bandits
    • Markov Decision Processes
    • Dynamic Programming
    • Temporal-Difference Learning
    • Deep Q Networks
  • Explainable AI
    • Local Interpretable Model-agnostic Explanations (LIME)
  • Federated Learning
    • The FederatedAveraging Algorithm

jb-book

  • Markdown Files
  • Content with notebooks
  • Notebooks with MyST Markdown
  • Repository
  • Open issue
  • .md

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The Newsvendor Problem

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Project Evaluation and Review Technique (PERT)

By Ziang Liu

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