TY - GEN
T1 - Approximation hardness of bounded degree MIN-CSP and MIN-BISECTION
AU - Berman, Piotr
AU - Karpinski, Marek
PY - 2002
Y1 - 2002
N2 - We consider bounded occurrence (degree) instances of a minimum constraint satisfaction problem MIN-LIN2 and a MINBISECTION problem for graphs. MIN-LIN2 is an optimization problem for a given system of linear equations mod 2 to construct a solution that satisfies the minimum number of them. E3-OCC-MIN-E3-LIN2 is the bounded occurrence (degree) problem restricted as follows: each equation has exactly 3 variables and each variable occurs in exactly 3 equations. Clearly, MIN-LIN2 is equivalent to another well known problem, the Nearest Codeword problem, and E3-OCC-MIN-E3-LIN2 to its bounded occurrence version. MIN-BISECTION is a problem of findinga minimum bisection of a graph, while 3-MIN-BISECTION is the MIN-BISECTION problem restricted to 3-regular graphs only. We show that, somewhat surprisingly, these two restricted problems are exactly as hard to approximate as their general versions. In particular, an approximation ratio lower bound for E3-OCC-MIN-E3-LIN2 (bounded 3-occurrence 3-ary Nearest Codeword problem) is equal to MIN-LIN2 (Nearest Codeword problem) lower bound nΩ(1)/ log log n. Moreover, an existence of a constant factor approximation ratio (or a PTAS) for 3-MIN-BISECTION entails existence of a constant approximation ratio (or a PTAS) for the general MIN-BISECTION.
AB - We consider bounded occurrence (degree) instances of a minimum constraint satisfaction problem MIN-LIN2 and a MINBISECTION problem for graphs. MIN-LIN2 is an optimization problem for a given system of linear equations mod 2 to construct a solution that satisfies the minimum number of them. E3-OCC-MIN-E3-LIN2 is the bounded occurrence (degree) problem restricted as follows: each equation has exactly 3 variables and each variable occurs in exactly 3 equations. Clearly, MIN-LIN2 is equivalent to another well known problem, the Nearest Codeword problem, and E3-OCC-MIN-E3-LIN2 to its bounded occurrence version. MIN-BISECTION is a problem of findinga minimum bisection of a graph, while 3-MIN-BISECTION is the MIN-BISECTION problem restricted to 3-regular graphs only. We show that, somewhat surprisingly, these two restricted problems are exactly as hard to approximate as their general versions. In particular, an approximation ratio lower bound for E3-OCC-MIN-E3-LIN2 (bounded 3-occurrence 3-ary Nearest Codeword problem) is equal to MIN-LIN2 (Nearest Codeword problem) lower bound nΩ(1)/ log log n. Moreover, an existence of a constant factor approximation ratio (or a PTAS) for 3-MIN-BISECTION entails existence of a constant approximation ratio (or a PTAS) for the general MIN-BISECTION.
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U2 - 10.1007/3-540-45465-9_53
DO - 10.1007/3-540-45465-9_53
M3 - Conference contribution
AN - SCOPUS:84869192673
SN - 3540438645
SN - 9783540438649
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 623
EP - 632
BT - Automata, Languages and Programming - 29th International Colloquium, ICALP 2002, Proceedings
A2 - Widmayer, Peter
A2 - Eidenbenz, Stephan
A2 - Triguero, Francisco
A2 - Morales, Rafael
A2 - Conejo, Ricardo
A2 - Hennessy, Matthew
PB - Springer Verlag
T2 - 29th International Colloquium on Automata, Languages, and Programming, ICALP 2002
Y2 - 8 July 2002 through 13 July 2002
ER -