Patent ID: 9110817
Filing Date: 2015-08-18
Classification: G06F,G06N,G10H

Abstract:
1. A method for creating a Markov process that generates sequences, each sequence having a finite length L, comprising items from a set of a specific number n of items, and satisfying one or more control constraints specifying one or more requirements on the sequence, the method comprising: receiving data defining an initial Markov process of a specific order d and having an initial probability distribution; receiving data defining one or more control constraints; generating, by processing circuitry, data defining intermediary matrices, each matrix being of dimension n generating, by the processing circuitry, data defining a final non-homogeneous Markov process by processing the intermediary matrices data, generating, by the processing circuitry, the sequences having the finite length L by using the final non-homogeneous Markov process data with random walk.