Fast evaluation of potential and force field in particle systems using a fair-split tree spatial structure

Guoliang Xue, M. R. Lasher

Research output: Contribution to journalArticle

Abstract

We consider the following force field computation problem: given a cluster of n particles in 3-dimensional space, compute the force exerted on each particle by the other particles. Depending on different applications, the pairwise interaction could be either gravitational or Lennard-Jones. Since there are n(n - 1)/2 pairs, direct method requires Θ(n2) time. In this paper, we report our computational experiences with a new O(n log n) time algorithm for fast evaluation of potential and force field in large Lennard-Jones clusters. This algorithm is based on a fair-split tree which guarantees O(n log n) worst-case time complexity without any restriction on particle distributions. For randomly generated particle systems, our implementation outperforms the direct method when the number of particles is 500 or larger. This is the lowest cross over point ever reported in the literature.

Original languageEnglish (US)
Pages (from-to)245-265
Number of pages21
JournalOptimization Methods and Software
Volume14
Issue number4
StatePublished - 2001
Externally publishedYes

Fingerprint

Potential Field
Force Field
Particle System
Spatial Structure
Tree Structure
Evaluation
Lennard-Jones
Direct Method
Time Complexity
Crossover
Pairwise
Lowest
Spatial structure
Restriction
Interaction

Keywords

  • Fair-split tree
  • Force field evaluation
  • Particle systems

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Software
  • Management Science and Operations Research
  • Applied Mathematics
  • Control and Optimization

Cite this

Fast evaluation of potential and force field in particle systems using a fair-split tree spatial structure. / Xue, Guoliang; Lasher, M. R.

In: Optimization Methods and Software, Vol. 14, No. 4, 2001, p. 245-265.

Research output: Contribution to journalArticle

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