New Directions in Arithmetic and Boolean Circuit Complexity

By: Srikanth Srinivasan [author]Material type: TextTextPublication details: 2011Description: 103pSubject(s): Computer Science | Arithmetic Complexity | Boolean Circuit complexity | HBNI Th 28Online resources: Click here to access online Dissertation note: 2011Ph.DHBNI Abstract: Proving lower bounds has been a notoriously hard problem for Theoretical Computer Scientists. The purpose of this thesis is to supplement the efforts in many theorems regarding lower bounds in restricted models of computation: namely, to point out some interesting new directions for lower bounds, and take some steps towards resolving these questions. *This thesis studies the question of proving lower bounds for constant-depth Boolean circuits with help functions and noncommutative Algebraic Branching Programs with help polynomials; of proving lower bounds for monotone arithmetic circuits of bounded width; and of proving lower bounds on the size of noncommutative arithmetic circuits computing the noncommutative determinant. These problems are introduced in greater detail and the corresponding results are stated.
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2011

Ph.D

HBNI

Proving lower bounds has been a notoriously hard problem for Theoretical Computer Scientists. The purpose of this thesis is to supplement the efforts in many theorems regarding lower bounds in restricted models of computation: namely, to point out some interesting new directions for lower bounds, and take some steps towards resolving these questions. *This thesis studies the question of proving lower bounds for constant-depth Boolean circuits with help functions and noncommutative Algebraic Branching Programs with help polynomials; of proving lower bounds for monotone arithmetic circuits of bounded width; and of proving lower bounds on the size of noncommutative arithmetic circuits computing the noncommutative determinant. These problems are introduced in greater detail and the corresponding results are stated.

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The Institute of Mathematical Sciences, Chennai, India

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