Uniquely Solvable Puzzles and Fast Matrix Multiplication

In 2003 Cohn and Umans introduced a new group-theoretic framework for doing fast matrix multiplications, with several conjectures that would imply the matrix multiplication exponent $\omega$ is 2. Their methods have been used to match one of the fastest known algorithms by Coppersmith and Winograd,...

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Main Author: Mebane, Palmer
Format: Others
Published: Scholarship @ Claremont 2012
Subjects:
Online Access:https://scholarship.claremont.edu/hmc_theses/37
https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=1036&context=hmc_theses
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spelling ndltd-CLAREMONT-oai-scholarship.claremont.edu-hmc_theses-10362019-10-16T03:06:13Z Uniquely Solvable Puzzles and Fast Matrix Multiplication Mebane, Palmer In 2003 Cohn and Umans introduced a new group-theoretic framework for doing fast matrix multiplications, with several conjectures that would imply the matrix multiplication exponent $\omega$ is 2. Their methods have been used to match one of the fastest known algorithms by Coppersmith and Winograd, which runs in $O(n^{2.376})$ time and implies that $\omega \leq 2.376$. This thesis discusses the framework that Cohn and Umans came up with and presents some new results in constructing combinatorial objects called uniquely solvable puzzles that were introduced in a 2005 follow-up paper, and which play a crucial role in one of the $\omega = 2$ conjectures. 2012-05-31T07:00:00Z text application/pdf https://scholarship.claremont.edu/hmc_theses/37 https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=1036&context=hmc_theses © Palmer Mebane default HMC Senior Theses Scholarship @ Claremont 05B99 Designs and configurations - None of the above but in this section 20C05 Group rings of finite groups and their modules 68W30 Symbolic computation and algebraic computation
collection NDLTD
format Others
sources NDLTD
topic 05B99 Designs and configurations - None of the above but in this section
20C05 Group rings of finite groups and their modules
68W30 Symbolic computation and algebraic computation
spellingShingle 05B99 Designs and configurations - None of the above but in this section
20C05 Group rings of finite groups and their modules
68W30 Symbolic computation and algebraic computation
Mebane, Palmer
Uniquely Solvable Puzzles and Fast Matrix Multiplication
description In 2003 Cohn and Umans introduced a new group-theoretic framework for doing fast matrix multiplications, with several conjectures that would imply the matrix multiplication exponent $\omega$ is 2. Their methods have been used to match one of the fastest known algorithms by Coppersmith and Winograd, which runs in $O(n^{2.376})$ time and implies that $\omega \leq 2.376$. This thesis discusses the framework that Cohn and Umans came up with and presents some new results in constructing combinatorial objects called uniquely solvable puzzles that were introduced in a 2005 follow-up paper, and which play a crucial role in one of the $\omega = 2$ conjectures.
author Mebane, Palmer
author_facet Mebane, Palmer
author_sort Mebane, Palmer
title Uniquely Solvable Puzzles and Fast Matrix Multiplication
title_short Uniquely Solvable Puzzles and Fast Matrix Multiplication
title_full Uniquely Solvable Puzzles and Fast Matrix Multiplication
title_fullStr Uniquely Solvable Puzzles and Fast Matrix Multiplication
title_full_unstemmed Uniquely Solvable Puzzles and Fast Matrix Multiplication
title_sort uniquely solvable puzzles and fast matrix multiplication
publisher Scholarship @ Claremont
publishDate 2012
url https://scholarship.claremont.edu/hmc_theses/37
https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=1036&context=hmc_theses
work_keys_str_mv AT mebanepalmer uniquelysolvablepuzzlesandfastmatrixmultiplication
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