Title :
A space-and-time-efficient coding algorithm for lattice computations
Author :
Ganguly, Deb Dutta ; Mohan, Chilukuri K. ; Ranka, Sanjay
Author_Institution :
Sch. of Comput. & Inf. Sci., Syracuse Univ., NY, USA
fDate :
10/1/1994 12:00:00 AM
Abstract :
We present an encoding algorithm for lattices that significantly reduces space requirements while allowing fast computations of least upper bounds and greatest lower bounds of pairs of elements. We analyze the algorithms for encoding, LUB and GLB computations, and prove their correctness. Empirical experiments reveal that our method is significantly more space efficient than the transitive closure method, and the saving becomes increasingly more important as the size of the lattice increases
Keywords :
encoding; inference mechanisms; inheritance; encoding algorithm; lattice computations; space requirements; space-and-time-efficient coding algorithm; Algebra; Algorithm design and analysis; Computer applications; Computer networks; Encoding; Lattices; Logic programming; Object oriented databases; Object oriented programming; Upper bound;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on