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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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 |
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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 |
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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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