Computational Data Structures for Lattice-Based Small-World Simulations
نویسندگان
چکیده
The Watts and Strogatz model of small-world network systems has been successfully applied to explain features in several data sets. We have carried out a set of extensive simulation studies of stochastically generated small-world systems. We report on the data structures, memory and run-time complexity of our simulation codes and discuss how these ideas may be applied to similar simulations studies. Our packed k-index mechanism encodes physical spatial information and supports interpolation between pure list and multi-dimensional array models. The k-index mechanism allows most procedures in simulations of this ilk to be written in a dimensionally independent fashion.
منابع مشابه
Computational Data Structures for High-Performance Complex Network-Based Small-World Simulations
The Watts and Strogatz model of small-world network systems has been successfully applied to explain features in several data sets. We have carried out a set of extensive simulation studies of stochastically generated small-world systems. We report on the data structures, memory and run-time complexity of our simulation codes and discuss how these ideas may be applied to similar simulations stu...
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