TY - GEN
T1 - Parameterized algorithms for constraint satisfaction problems above average with global cardinality constraints
AU - Chen, Xue
AU - Zhou, Yuan
N1 - Publisher Copyright:
Copyright © by SIAM.
PY - 2017
Y1 - 2017
N2 - Given a constraint satisfaction problem (CSP) on n variables, x1; x2; : : : ; xn 2 ( ±1), andmconstraints, a global cardinality constraint has the form of Pn i=1 xi = (1 2p)n, where p ∈ ((1); 1 (1)) and pn is an integer. Let AV G be the expected number of constraints satisfied by randomly choosing an assignment to x1; x2; : : : ; xn, complying with the global cardinality constraint. The CSP above average with the global cardinality constraint problem asks whether there is an assignment (complying with the cardinality constraint) that satisfies more than (AV G + t) constraints, where t is an input parameter. In this paper, we present an algorithm that finds a valid assignment satisfying more than (AV G + t) constraints (if there exists one) in time (2O(t2) + nO(d)). Therefore, the CSP above average with the global cardinality constraint problem is fixed-parameter tractable.
AB - Given a constraint satisfaction problem (CSP) on n variables, x1; x2; : : : ; xn 2 ( ±1), andmconstraints, a global cardinality constraint has the form of Pn i=1 xi = (1 2p)n, where p ∈ ((1); 1 (1)) and pn is an integer. Let AV G be the expected number of constraints satisfied by randomly choosing an assignment to x1; x2; : : : ; xn, complying with the global cardinality constraint. The CSP above average with the global cardinality constraint problem asks whether there is an assignment (complying with the cardinality constraint) that satisfies more than (AV G + t) constraints, where t is an input parameter. In this paper, we present an algorithm that finds a valid assignment satisfying more than (AV G + t) constraints (if there exists one) in time (2O(t2) + nO(d)). Therefore, the CSP above average with the global cardinality constraint problem is fixed-parameter tractable.
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U2 - 10.1137/1.9781611974782.23
DO - 10.1137/1.9781611974782.23
M3 - Conference contribution
AN - SCOPUS:85016201573
T3 - Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms
SP - 358
EP - 377
BT - 28th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2017
A2 - Klein, Philip N.
PB - Association for Computing Machinery
T2 - 28th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2017
Y2 - 16 January 2017 through 19 January 2017
ER -