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Coagulation Algorithms with Size Binning

✍ Scribed by David M. Stratton; Jason Gans; Eric Williams


Publisher
Elsevier Science
Year
1994
Tongue
English
Weight
233 KB
Volume
112
Category
Article
ISSN
0021-9991

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✦ Synopsis


The Smoluchowski equation describes the time evolution of an aerosol particle size distribution due to aggregation or coagulation. Any algorithm for computerized solution of this equation requires a scheme for describing the continuum of aerosol particle sizes as a discrete set. One standard from of the Smoluchowski equation accomplishes this by restricting the particle sizes to integer multiples of a basic unit particle size (the monomer size). This can be inefficient when particle concentrations over a large range of particle sizes must be calculated. Two algorithms employing a geometric size binning convention are examined: the first assumes that the aerosol particle concentration as a function of size can be considered constant within each size bin; the second approximates the concentration as a linear function of particle size within each size bin. The output of each algorithm is compared to an analytical solution in a special case of the Smoluchowski equation for which an exact solution is known. The range of parameters more appropriate for each algorithm is examined. 1994 Academic Press, Inc.


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A 1312 approximation algorithm for bin p
✍ Paolo Dell'Olmo; Hans Kellerer; Maria Grazia Speranza; Zsolt Tuza πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 430 KB

A set of items has to be assigned to a set of bins with size one. If necessary, the size of the bins can be extended. The objective is to minimize the total size, i.e., the sum of the sizes of the bins. The Longest Processing Time heuristic is applied to this NP-hard problem. For this approximation