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Optimization with absolute values is a special case of linear programming in which a problem made nonlinear due to the presence of absolute values is solved using linear programming methods. described in the paper Absolute Value Equation Solution via Linear L. Vandenberghe, Convex Optimization, Cambridge University Press, 2004. Convex optimization problems optimization problem in standard form convex optimization problems two problems are (informally) equivalent if the solution of one is readily obtained from the solution of the other, and vice-versa some common transformations that preserve convexity: Trending news, game recaps, highlights, player information, rumors, videos and more from FOX Sports. 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