Algorithms for the maximum hamming distance problem

O Angelsmark, J Thapper - … on Constraint Solving and Constraint Logic …, 2004 - Springer
International Workshop on Constraint Solving and Constraint Logic Programming, 2004Springer
We study the problem of finding two solutions to a constraint satisfaction problem which
differ on the assignment of as many variables as possible–the Max Hamming Distance
problem for CSPs–a problem which can, among other things, be seen as a domain
independent way of quantifying “ignorance.” The first algorithm we present is an
O(1.7338^n) microstructure based algorithm for Max Hamming Distance 2-SAT, improving
the previously best known algorithm for this problem, which has a running time of …
Abstract
We study the problem of finding two solutions to a constraint satisfaction problem which differ on the assignment of as many variables as possible – the Max Hamming Distance problem for CSPs – a problem which can, among other things, be seen as a domain independent way of quantifying “ignorance.” The first algorithm we present is an microstructure based algorithm for Max Hamming Distance 2-SAT, improving the previously best known algorithm for this problem, which has a running time of . We also give algorithms based on enumeration techniques for solving both Max Hamming Distance l-SAT, and the general Max Hamming Distance (d,l)-CSP, the first non-trivial algorithms for these problems. The main results here are that if we can solve l-SAT in and (d,l)-CSP in , then the corresponding Max Hamming problems can be solved in and , respectively.
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