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SOLVING MULTIVARIATE QUADRATIC PROBLEMS USING DIGITAL OR QUANTUM ANNEALING

机译:使用数字或量子退火解决多元二次问题

摘要

A method may include obtaining a set of multivariate quadratic polynomials associated with a multivariate quadratic problem and generating an Ising Model connection weight matrix “W and an Ising Model bias vector “b” based on the multivariate quadratic polynomials. The method may also include providing the matrix “W” and the vector “b” to an annealing system configured to solve problems written according to the Ising Model and obtaining an output from the annealing system that represents a set of integers. The method may also include using the set of integers as a solution to the multivariate quadratic problem.
机译:一种方法可以包括:获得与多元二次问题相关联的多元二次多项式的集合;以及基于多元二次多项式,生成伊辛模型连接权重矩阵“ W”和伊辛模型偏差向量“ b”。该方法还可包括将矩阵“ W”和向量“ b”提供给退火系统,该退火系统被配置为解决根据伊辛模型写的问题,并从退火系统获得代表整数集的输出。该方法还可以包括使用整数集作为多元二次问题的解决方案。

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