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matlab 工具函式、matlab toolbox(工具箱)

  • minimize.m:最小化可微多元函式
    minimize.m:最小化一個可微的多元函式;
    Minimize a differentiable multivariate function,函式介面說明:

    [X, fX, i] = minimize(X, f, length, P1, P2, P3, ... )
  • tvreg:全變差正則化影象處理(Pascal Getreuer )

    The tvreg package applies total variation (TV) regularization to perform image denoising, deconvolution, and inpainting. Three different noise models are supported: Gaussian (L2), Laplace (L1), and Poisson.

1. Disciplined Convex Optimization

2. sparse penalties(稀疏度懲罰)

3. SLAM TOOLBOX FOR MATLAB

slam:Simultaneous localization and mapping,即時定位與地圖構建;

4. Dimensionality Reduction(資料降維)

5. 概率學習(probability learning)和推斷(inference)