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Keywords: Non-convex Optimization GPU Parallel Computing WebGL. Introduction: In many areas optimization considered in this project is that the shape of the function is non-convex. In order to understand this .. It would be interesting to pair this web application with a GLSL converter that took in common programming
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1 Feb 2016 We introduce the first algorithmic framework for the distributed minimization of the sum of a smooth (possibly nonconvex and nonseparable) function - the The proposed method hinges on successive convex approximation techniques while leveraging dynamic consensus as a mechanism to distribute the
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1 Feb 2016 Abstract—We study nonconvex distributed optimization in multi-agent networks with time-varying on successive convex approximation techniques while leveraging dynamic consensus as a mechanism to Index Terms—Consensus, distributed optimization, non-convex optimization, successive convex
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