Matrix-Monotonic Optimization Part I: Single-Variable Optimization

24 Sep 2020 Xing Chengwen Wang Shuai Chen Sheng Ma Shaodan Poor H. Vincent Hanzo Lajos

Matrix-monotonic optimization exploits the monotonic nature of positive semi-definite matrices to derive optimal diagonalizable structures for the matrix variables of matrix-variable optimization problems. Based on the optimal structures derived, the associated optimization problems can be substantially simplified and underlying physical insights can also be revealed... (read more)

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  • INFORMATION THEORY
  • INFORMATION THEORY