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- research-articleJanuary 2020
A Framework for Exponential-Time-Hypothesis--Tight Algorithms and Lower Bounds in Geometric Intersection Graphs
SIAM Journal on Computing (SICOMP), Volume 49, Issue 62020, Pages 1291–1331https://doi.org/10.1137/20M1320870We give an algorithmic and lower bound framework that facilitates the construction of subexponential algorithms and matching conditional complexity bounds. It can be applied to intersection graphs of similarly-sized fat objects, yielding algorithms with ...
- research-articleJanuary 2020
The Power of the Combined Basic Linear Programming and Affine Relaxation for Promise Constraint Satisfaction Problems
SIAM Journal on Computing (SICOMP), Volume 49, Issue 62020, Pages 1232–1248https://doi.org/10.1137/20M1312745In the field of constraint satisfaction problems (CSPs), promise CSPs are an exciting new direction of study. In a promise CSP, each constraint comes in two forms: “strict” and “weak,” and in the associated decision problem one must distinguish between being ...
- research-articleJanuary 2020
Subdeterminant Maximization via Nonconvex Relaxations and Anti-Concentration
SIAM Journal on Computing (SICOMP), Volume 49, Issue 62020, Pages 1249–1270https://doi.org/10.1137/19M1309523Several fundamental problems that arise in optimization and computer science can be cast as follows: Given vectors $v_1,\ldots,v_m \in \mathbb{R}^d$ and a constraint family $\mathcal{B} \subseteq 2^{[m]}$, find a set $S \in \mathcal{B}$ that maximizes the ...
- research-articleJanuary 2020
Resolving SINR Queries in a Dynamic Setting
SIAM Journal on Computing (SICOMP), Volume 49, Issue 62020, Pages 1271–1290https://doi.org/10.1137/19M128733XWe consider a set of transmitters broadcasting simultaneously on the same frequency under the signal to interference plus noise ratio (SINR) model. Transmission power may vary from one transmitter to another, and a transmitter's signal strength at a given ...
- research-articleJanuary 2020
A Quasi-Polynomial Approximation for the Restricted Assignment Problem
SIAM Journal on Computing (SICOMP), Volume 49, Issue 62020, Pages 1083–1108https://doi.org/10.1137/19M128257XThe Restricted Assignment problem is a prominent special case of Scheduling on Unrelated Parallel Machines. For the strongest known linear programming relaxation, the configuration LP, we improve the nonconstructive bound on its integrality gap from 1.9412 to ...