ECCC-Report TR16-035https://eccc.weizmann.ac.il/report/2016/035Comments and Revisions published for TR16-035en-usThu, 26 Jan 2017 16:09:12 +0200
Revision 2
| Toward the KRW Composition Conjecture: Cubic Formula Lower Bounds via Communication Complexity |
Irit Dinur,
Or Meir
https://eccc.weizmann.ac.il/report/2016/035#revision2One of the major challenges of the research in circuit complexity is proving super-polynomial lower bounds for de-Morgan formulas. Karchmer, Raz, and Wigderson (Computational Complexity 5(3/4)) suggested to approach this problem by proving that formula complexity behaves "as expected" with respect to the composition of functions $f \diamond g$. They showed that this conjecture, if proved, would imply super-polynomial formula lower bounds.
The first step toward proving the KRW conjecture was made by Edmonds et. al. (Computational Complexity 10(3)), who proved an analogue of the conjecture for the composition of "universal relations". In this work, we extend the argument of Edmonds et. al. further to $f \diamond g$ where $f$ is an arbitrary function and $g$ is the parity function.
Abstract While this special case of the KRW conjecture was already proved implicitly in H{\aa}stad's work on random restrictions (SICOMP 28(1)), our proof seems more likely to be generalizable to other cases of the conjecture. In particular, our proof uses an entirely different approach, based on communication complexity technique of Karchmer and Wigderson (SIAM J. Discrete Math. 3(2)). In addition, our proof gives a new structural result, which roughly says that the naive way for computing $f \diamond g$ is the only optimal way. Along the way, we obtain a new proof of the state-of-the-art formula lower bound of n^{3-o(1)} due to H{\aa}stad.Thu, 26 Jan 2017 16:09:12 +0200https://eccc.weizmann.ac.il/report/2016/035#revision2
Revision 1
| Toward the KRW Composition Conjecture: Cubic Formula Lower Bounds via Communication Complexity |
Irit Dinur,
Or Meir
https://eccc.weizmann.ac.il/report/2016/035#revision1One of the major challenges of the research in circuit complexity is proving super-polynomial lower bounds for de-Morgan formulas. Karchmer, Raz, and Wigderson suggested to approach this problem by proving that formula complexity behaves "as expected'' with respect to the composition of functions $f\circ g$. They showed that this conjecture, if proved, would imply super-polynomial formula lower bounds.
The first step toward proving the KRW conjecture was made by Edmonds et. al., who proved an analogue of the conjecture for the composition of "universal relations''. In this work, we extend the argument of Edmonds et. al. further to $f \circ g$ where $f$ is an arbitrary function and $g$ is the parity function.
While this special case of the KRW conjecture was already proved implicitly in Hastad's work on random restrictions, our proof seems more likely to be generalizable to other cases of the conjecture. In particular, our proof uses an entirely different approach, based on communication complexity technique of Karchmer and Wigderson. In addition, our proof gives a new structural result, which roughly says that the naive way for computing $f \circ g$ is the only optimal way. Along the way, we obtain a new proof of the state-of-the-art formula lower bound of $n^{3-o(1)}$ due to Hastad.
Sat, 12 Mar 2016 06:56:37 +0200https://eccc.weizmann.ac.il/report/2016/035#revision1
Paper TR16-035
| Toward the KRW Composition Conjecture: Cubic Formula Lower Bounds via Communication Complexity |
Irit Dinur,
Or Meir
https://eccc.weizmann.ac.il/report/2016/035One of the major challenges of the research in circuit complexity is proving super-polynomial lower bounds for de-Morgan formulas. Karchmer, Raz, and Wigderson suggested to approach this problem by proving that formula complexity behaves "as expected'' with respect to the composition of functions $f\circ g$. They showed that this conjecture, if proved, would imply super-polynomial formula lower bounds.
The first step toward proving the KRW conjecture was made by Edmonds et. al., who proved an analogue of the conjecture for the composition of "universal relations''. In this work, we extend the argument of Edmonds et. al. further to $f \circ g$ where $f$ is an arbitrary function and $g$ is the parity function.
While this special case of the KRW conjecture was already proved implicitly in Hastad's work on random restrictions, our proof seems more likely to be generalizable to other cases of the conjecture. In particular, our proof uses an entirely different approach, based on communication complexity technique of Karchmer and Wigderson. In addition, our proof gives a new structural result, which roughly says that the naive way for computing $f \circ g$ is the only optimal way. Along the way, we obtain a new proof of the state-of-the-art formula lower bound of $n^{3-o(1)}$ due to Hastad.
Fri, 11 Mar 2016 21:58:03 +0200https://eccc.weizmann.ac.il/report/2016/035