Because the algorithm of support vector machine is a convex quadratic optimization problem,the local optimal solution is certainly the global optimal one.
并且,由于支持向量机算法是一个凸二次优化问题,能够保证找到的极值解就是全局最优解。
参考来源 - 基于SVM的手写体相似汉字识别MPC solved a constrained convex quadratic optimization by defining reference trajectories, constraint limits, prediction horizon, control horizon and weighting matrices.
通过设定参考轨迹、输入输出约束、控制步长、预测步长及加权矩阵,解决了系统的凸二次型优化问题。
参考来源 - 变风量空调系统的模型预测控制及仿真研究·2,447,543篇论文数据，部分数据来源于NoteExpress
All these new results show the validity of the network in solving quadratic optimization with bound constraints.
这些新的结论都表明了该神经网络在求解有界约束二次规划问题时的有效性。
This paper proposes a new method for the design of FIR filter by using semi infinite quadratic optimization (SIQO) techniques.
该文基于半无穷维二次优化(SIQO)技术给出一个设计FIR数字滤波器的新方法。
The approximation of the primal quadratic optimization model can be obtained by solving the regularized one and adjusting the homotopy parameter.
然后通过调节同伦参数，对每个不同的参数用复制子等式进行求解，从而得到原二次规划模型近似解。
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