优化算法文献阅读

优化算法文献阅读

1.Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning.2016.TSP.

• MM algorithms can solve non-convex problems with low computational cost.
• Uav problems usually use BCD(交替优化),which solve non-convex problems by SCA(正弦余弦算法).SCA is a kind of MM algorithm.Expectation-Maximum(EM) is also a kind of MM.