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凸优化MATLAB工具包sedumi的中文文献，易懂-Convex Optimization MATLAB toolkit sedumi of Chinese literature, understandable
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Compressive sensing is the reconstruction of sparse images
or signals very few samples, by means of solving a
tractable optimization problem. In the context of MRI, this
can allow reconstruction many fewer k-space samples,
thereby reducing sc
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用于L1范数凸优化的一款matlab工具包，对压缩感知学者有一定帮助。-L1 norm for a convex optimization matlab toolkit, compression perception scholars have some help.
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Matlab code for generating sparse signal and compressing and recovering the signal using convex optimization.
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We hope that this book will be useful as the primary or alternate textbook for
several types of courses. Since 1995 we have been using drafts of this book for
graduate courses on linear, nonlinear, and convex optimization (with engineering
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凸优化算法实现DOA估计，可以分辨多个目标，估计出目标方位，且有很高的分辨性能。-Convex optimization algorithm to achieve DOA estimation, can distinguish multiple targets, to estimate the direction of the target, and has a high resolution performance.
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俞立老师书本例题的仿真程序，凸优化，最优解，可行性等问题。对线性不等式的编程有很好的参考性-Yu Li, teacher simulation of the book program, convex optimization, the optimal solution, feasibility and other issues. The programming of linear inequalities has a good reference
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用于混响背景语音分离的结构稀疏模型(Strutured sparisty model)方法-To further tackle the ambiguity
of the reflection ratios, we propose a novel formulation of the
reverberation model and estimate the absorption coefficients
through a convex optimization exploiting
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ADMM方法对于求解线性约束凸优化问题是有效的。在本文中，我们提出了一个邻近线性算法，同伦算法习惯于求解每个迭代点的子问题。在合适的条件下，这个全局收敛和的收敛速度是所提出算法被证明的最糟糕的情况。一个初始的数值结果表明提出方法的有效性。-ADMM method for solving linear constrained convex optimization problem is effective. In this paper, we propose a near linear algo
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This paper concerns a method for digital circuit optimization based on formulating the problem as a geometric program
(GP) or generalized geometric program (GGP), which can be transformed to a convex optimization problem and then very
efficiently
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A very comprehensive book for those who are studying Optimization Theory. Rockafellar(author) is known to be a father in field of convex optimizations.
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斯坦福工具箱 压缩感知 凸优化算法 必备 完整凸优化算法(Standford toolbox, compressed sensing, convex optimization algorithm, necessary complete convex optimization algorithm)
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使用内点法，解决凸优化问题，此方法(Interior Point Method)是一种求解线性规划或非线性凸优化问题的算法。(The interior point method is used to solve the convex optimization problem. This method (Interior, Point, Method) is an algorithm for solving linear programming or nonlinear convex optimi
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可以实现凸优化算法，进行自动搜索，是有个工具包。(Can achieve convex optimization algorithm, automatic search, there is a toolkit.)
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This paper describes a novel speech coding concept created by introducing sparsity constraints in a linear prediction scheme both on
the residual and on the prediction vector. The residual is efficiently
encoded using well known multi-pulse excitat
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使用凸优化工具cvx来求解凸优化问题示例(Use the tools cvx to realize the optimization of EE. It is an example for the convex optimization problem.)
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convex optimization
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一些用matlab编写的凸优化算法程序，对于初学者入门很有用(Some matlab prepared by the convex optimization algorithm procedures, for beginners very useful entry)
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GN, LMF 方法；
Dogleg, 双折 Dogleg 方法(the convex optimization algorithm of GN ,LMF ,DogLeg, etc.)
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该程序能够实现对于一个样本完成感知机，最小二乘法，凸优化方法解决SVM和matlab自带函数解决SVM的四种程序，并且通过修改部分参数可以完成不同效果。(The program can be achieved for a complete sample perceptron, least squares method, convex optimization method to solve SVM and MATLAB with four program function to solve th
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