MoA Interpretation of the Iterative Conjugate Gradient Method with Psi Reduction - A Tutorial to teach the Mathematically literate in Linear and Tensor Algebra: Part I

03/24/2019
by   Lenore Mullin, et al.
0

It is often difficult to learn new mathematics semantically and syntactically, even when there are similarities in the words and meaning when discussed aloud. The goal of this document is to facilitate learning through explanations and definitions relating our common mathematical knowledge and highlighting what is new. It is meant to be a working document that will evolve based on feedback from target audiences, those mathematically literate in linear and tensor algebra, those that want to learn MoA, Psi Calculus, and its uses, those that want and need the ability to prove a design, either in hardware or software through the ONF, Operational Normal Form, and those wanting to exploit all resources optimally, especially when Tensor Algebra, i.e. algorithms foundational to their application,are needed: Knowledge Representation, Machine Learning, Signal Processing, AI, HPC, etc.

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