SIMULATION OF STOCHASTIC MICROPOPULATION MODELS .1. THE SUMMERS SIMULATION SHELL

Citation
E. Ackerman et al., SIMULATION OF STOCHASTIC MICROPOPULATION MODELS .1. THE SUMMERS SIMULATION SHELL, Computers in biology and medicine, 23(3), 1993, pp. 177-198
Citations number
51
Categorie Soggetti
Mathematical Methods, Biology & Medicine","Engineering, Biomedical","Computer Applications & Cybernetics
ISSN journal
00104825
Volume
23
Issue
3
Year of publication
1993
Pages
177 - 198
Database
ISI
SICI code
0010-4825(1993)23:3<177:SOSMM.>2.0.ZU;2-T
Abstract
A generic, abstract model and the simulation shell based on it, both c alled SUMMERS, are used as a framework for the implementation of stoch astic micropopulation models; in these, each individual is followed se parately while moving through a sequence of states. The shell supports groups of interacting members, individual characteristics and multipl e simultaneous activities. Stochastic decisions may be made using Mont e Carlo rules. Keywords control the simulations and the reports genera ted. A sensitivity analysis utility allows assessment of the dependenc y of outcomes on model features. Extensive use has been made of softwa re engineering techniques. Specializations of SUMMERS are described in subsequent papers.