TY - JOUR
T1 - Simulation of stochastic micropopulation models-I. The SUMMERS simulation shell
AU - Ackerman, Eugene
AU - Zhuo, Zhangqing
AU - Altmann, Michael
AU - Kilis, Danny
AU - Yang, Jih Jing
AU - Seaholm, Susan
AU - Gatewood, Laël
PY - 1993/5
Y1 - 1993/5
N2 - 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.
AB - 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.
KW - Micropopulation model
KW - Monte Carlo techniques
KW - Sensitivity analysis
KW - Simulation shell
KW - Software engineering
KW - Stochastic simulation
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U2 - 10.1016/0010-4825(93)90020-2
DO - 10.1016/0010-4825(93)90020-2
M3 - Article
C2 - 8334861
AN - SCOPUS:0027256553
SN - 0010-4825
VL - 23
SP - 177
EP - 198
JO - Computers in Biology and Medicine
JF - Computers in Biology and Medicine
IS - 3
ER -