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Methods for Integrating Knowledge with the Three-Weight Optimization Algorithm for Hybrid Cognitive Processing by Derbinsky, Nate; Bento, José; Yedidia, Jonathan S. is a scholarly article available to read on EtoBox.

What is Methods for Integrating Knowledge with the Three-Weight Optimization Algorithm for Hybrid Cognitive Processing about?

In this paper we consider optimization as an approach for quickly and flexibly developing hybrid cognitive capabilities that are efficient, scalable, and can exploit knowledge to improve solution speed and quality. In this context, we focus on the Three-Weight Algorithm, which aims to solve general optimization problems. We propose novel methods by which to integrate knowledge with this algorithm to improve expressiveness, efficiency, and scaling, and demonstrate these techniques on two example problems (Sudoku and circle packing).

Author

Derbinsky, Nate; Bento, José; Yedidia, Jonathan S.

Published

2013

Language

EN