In this paper, we introduced the linear programming subject to max-product fuzzy relation inequalities with discrete variables to denote the optimization management model of physical distribution. It is shown that the inequalities constraints can be transformed into the problem of finding the all the ...
The max-product belief propagation (BP) is a popular message-passing heuristic for approximating a maximum-a-posteriori assignment in a joint distribution represented by a graphical model. In the past years, it has been shown that BP can solve a few classes of linear programming (LP) formulatio...
针对max-product型 Fuzzy方程的求解具有计算复杂,运算量较大的特点,提出了一种通过计算该方程的极小覆盖来准确求解方程极小解的简便方法.该算法在方程有解的前提下, 使方程的求解问题转换为求覆盖的问题,方程的覆盖集可通过求解其最大解得到,化简覆盖集到一个极小覆盖集,即可求出方程的极小解.极小覆盖的求解相对...
maxsmoothuses quadratic programming implemented withCVXOPTto fit data subject to a fixed linear constraint, Ga <= 0, where the product Ga is a matrix of derivatives. The constraint on an MSF are not explicitly linear and each constrained derivative can be positive or negative.maxsmoothis, howeve...
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Generally speaking, multiplicative weights algorithms are iterations defined on a simplex or on a finite product of simplices, in which in each step the current point in the simplex or product of simplices is multiplied componentwise by a vector whose entries typically represent rewards or costs,...
In this paper, we firstly consider an optimization problem with a linear objective function subject to a system of fuzzy relation inequalities using the max-product composition. Since its feasible domain is non-convex, traditional linear programming methods cannot be applied to solve it. An algorithm...
Finally, we consider extensions of the max-product algorithm that operate over higher-order cliques, and show how our reparameterization analysis extends in a natural manner. 展开 关键词: MAP estimation integer programming max-product min-sum max-plus graphical models max-marginals inference iterative...
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But while the new Max service will integrate programming from both platforms, WBD recently changed its tune about eliminating Discovery+ andwill keepit as a standalone product. That’s because, although Discovery+ is much smaller than HBO Max, it’s also much cheaper, and The Wall Street Jour...