Qualitative and Quantitative Integrated Modeling for Stochastic Simulation and Optimization
Joint Authors
Chai, Xudong
Zhou, Yong
Yan, Xuefeng
Wen, Yan
Source
Journal of Applied Mathematics
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-07-01
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
The simulation and optimization of an actual physics system are usually constructed based on the stochastic models, which have both qualitative and quantitative characteristics inherently.
Most modeling specifications and frameworks find it difficult to describe the qualitative model directly.
In order to deal with the expert knowledge, uncertain reasoning, and other qualitative information, a qualitative and quantitative combined modeling specification was proposed based on a hierarchical model structure framework.
The new modeling approach is based on a hierarchical model structure which includes the meta-meta model, the meta-model and the high-level model.
A description logic system is defined for formal definition and verification of the new modeling specification.
A stochastic defense simulation was developed to illustrate how to model the system and optimize the result.
The result shows that the proposed method can describe the complex system more comprehensively, and the survival probability of the target is higher by introducing qualitative models into quantitative simulation.
American Psychological Association (APA)
Yan, Xuefeng& Zhou, Yong& Wen, Yan& Chai, Xudong. 2013. Qualitative and Quantitative Integrated Modeling for Stochastic Simulation and Optimization. Journal of Applied Mathematics،Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-501635
Modern Language Association (MLA)
Yan, Xuefeng…[et al.]. Qualitative and Quantitative Integrated Modeling for Stochastic Simulation and Optimization. Journal of Applied Mathematics No. 2013 (2013), pp.1-12.
https://search.emarefa.net/detail/BIM-501635
American Medical Association (AMA)
Yan, Xuefeng& Zhou, Yong& Wen, Yan& Chai, Xudong. Qualitative and Quantitative Integrated Modeling for Stochastic Simulation and Optimization. Journal of Applied Mathematics. 2013. Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-501635
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-501635