基于KKT條件的遞歸神經(jīng)網(wǎng)絡優(yōu)化算法及應用.pdf

1、目錄摘要.....................................................................................................................................IABSTRACT..........................................................................

2、..............................................II第1章緒論......................................................................................................................11.1課題背景和研究意義....................................

3、...........................................................11.2非線性優(yōu)化問題概述...............................................................................................21.3動力系統(tǒng)穩(wěn)定性理論........................................

4、......................................................41.4神經(jīng)網(wǎng)絡優(yōu)化模型概述..........................................................................................51.5本章小結(jié)......................................................

5、..............................................................8第2章求解帶等式約束非凸問題的神經(jīng)網(wǎng)絡智能算法..........................................92.1投影神經(jīng)網(wǎng)絡模型建立..............................................................................

6、.............92.2神經(jīng)網(wǎng)絡智能算法框架........................................................................................132.3仿真結(jié)果................................................................................................

7、..................162.4本章小結(jié)..................................................................................................................23第3章梯度遞歸神經(jīng)網(wǎng)絡優(yōu)化算法..............................................................

8、...........253.1波束成形凸二次問題描述....................................................................................253.2梯度遞歸神經(jīng)網(wǎng)絡設計........................................................................................283.3遞

9、歸神經(jīng)網(wǎng)絡理論分析.........................................................................................293.4實驗仿真.................................................................................................................

10、.313.5本章小結(jié)..................................................................................................................38第4章總結(jié)以及進一步工作..................................................................................

11、....39參考文獻............................................................................................................................41致謝..................................................................................