目录
项目基本介绍 ..........................................................................................................................1
模型描述 ..................................................................................................................................1
GRU(Gated Recurrent Unit) ..................................................................................1
粒子群优化(PSO).......................................................................................................1
量子粒子群优化(QPSO)............................................................................................1
项目特点 ..................................................................................................................................2
未来改进方向 ..........................................................................................................................2
注意事项 ..................................................................................................................................2
项目总结 ..................................................................................................................................2
数据集示例 ..............................................................................................................................3
数据集格式 ......................................................................................................................3
示例数据生成代码 ..........................................................................................................3
MATLAB 代码实现 .................................................................................................................3
1. 加载数据.....................................................................................................................4
2. 数据预处理.................................................................................................................4
3. 划分训练集和测试集 .................................................................................................4
4. 定义 GRU 网络...........................................................................................................4
5. 训练 GRU 网络...........................................................................................................5
6. 测试模型.....................................................................................................................5
7. 计算性能指标.............................................................................................................5
8. QPSO 和 PSO 优化 .................................................................................................5
整合完整代码 ..........................................................................................................................6
结论 ..................................................................................................................................9
参考资料 ..........................................................................................................................9