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A collection of optimization models & implementations. 优化模型 & 优化理论: 论文选读及代码复现;整理 & 搬运旧代码

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1   ARTO-optimization

  • A collection of optimization models & implementations.
  • 优化模型 & 优化理论: 论文选读及代码复现

1.1   Contents

  • Optimization Methods
    • qap_lp, reading notes for L_p regularization for QAP. Jiang et al. (2016)
  • RO/SP/DRO
    • lro-example, a 1-D newsvendor problem. Reproduce computational experiments in paper Wang et al. (2016)
  • Miscellanea 啥也不是、杂七杂八
    • lr-outlier, a simple regression model with outlier selection.

2   Reference

Jiang B, Liu YF, Wen Z (2016) L_p-norm regularization algorithms for optimization over permutation matrices. SIAM Journal on Optimization 26(4):2284–2313.
Wang Z, Glynn PW, Ye Y (2016) Likelihood robust optimization for data-driven problems. Computational Management Science 13(2):241–261.

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A collection of optimization models & implementations. 优化模型 & 优化理论: 论文选读及代码复现;整理 & 搬运旧代码

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