Simulation of stochastic micropopulation models--I. The SUMMERS simulation shell.
A generic, abstract model and the simulation shell based on it, both called SUMMERS, are used as a framework for the implementation of stochastic micropopulation models; in these, each individual is followed separately while moving through a sequence of states. The shell supports groups of interacting members, individual characteristics and multiple simultaneous activities. Stochastic decisions may be made using Monte Carlo rules. Keywords control the simulations and the reports generated. A sensitivity analysis utility allows assessment of the dependency of outcomes on model features. Extensive use has been made of software engineering techniques. Specializations of SUMMERS are described in subsequent papers.
Ackerman
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National Micropopulation Simulation Resource, Health Computer Sciences, University of Minnesota, Minneapolis 55455.
Zhuo
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Z
Altmann
M
M
Kilis
D
D
Yang
J J
JJ
Seaholm
S
S
Gatewood
L
L
D003625:Data Collection; D005103:Expert Systems; D015233:Models, Statistical; D009010:Monte Carlo Method; D011157:Population Dynamics; D012984:Software; D013269:Stochastic Processes; D014584:User-Computer Interface