Lower Bounds for Multiplication via Network Coding

February 28, 2019 Β· Declared Dead Β· πŸ› International Colloquium on Automata, Languages and Programming

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Authors Peyman Afshani, Casper Benjamin Freksen, Lior Kamma, Kasper Green Larsen arXiv ID 1902.10935 Category cs.DS: Data Structures & Algorithms Cross-listed cs.CC Citations 27 Venue International Colloquium on Automata, Languages and Programming Last Checked 3 months ago
Abstract
Multiplication is one of the most fundamental computational problems, yet its true complexity remains elusive. The best known upper bound, by FΓΌrer, shows that two $n$-bit numbers can be multiplied via a boolean circuit of size $O(n \lg n \cdot 4^{\lg^*n})$, where $\lg^*n$ is the very slowly growing iterated logarithm. In this work, we prove that if a central conjecture in the area of network coding is true, then any constant degree boolean circuit for multiplication must have size $Ξ©(n \lg n)$, thus almost completely settling the complexity of multiplication circuits. We additionally revisit classic conjectures in circuit complexity, due to Valiant, and show that the network coding conjecture also implies one of Valiant's conjectures.
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