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QPDAS: Dual Active Set Solver for Mixed Constraint Quadratic Programming

机译:QPDAS:双主动设置求解器,用于混合约束二次编程

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摘要

We present a method for solving the general mixed constrained convex quadratic programming problem using an active set method on the dual problem. The approach is similar to existing active set methods, but we present a new way of solving the linear systems arising in the algorithm. There are two main contributions; we present a new way of factorizing the linear systems, and show how iterative refinement can be used to achieve good accuracy and to solve both types of sub-problems that arise from semi-definite problems.
机译:我们介绍了一种在双问题上使用活动集方法解决一般混合受限凸二次编程问题的方法。该方法类似于现有的活动集方法,但我们介绍了求解算法中产生的线性系统的新方法。有两个主要贡献;我们提出了一种分解线性系统的新方法,并展示了迭代细化如何用于实现良好的准确性,并解决来自半定位问题的两种类型的子问题。

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