Belief Rule Base Structure and Parameter Joint Optimization Under Disjunctive Assumption for Nonlinear Complex System Modeling

2018 ◽  
Vol 48 (9) ◽  
pp. 1542-1554 ◽  
Author(s):  
Lei-Lei Chang ◽  
Zhi-Jie Zhou ◽  
Yu-Wang Chen ◽  
Tian-Jun Liao ◽  
Yu Hu ◽  
...  
Keyword(s):  
Complex System ◽  
System Modeling ◽  
Joint Optimization ◽  
Rule Base ◽  
Belief Rule Base ◽  
Complex System Modeling ◽  
Base Structure

A New Multilayer Belief Rule Base Model for Complex System Modeling

2021 ◽  
pp. 1-12
Author(s):  
You Cao ◽  
Zhijie Zhou ◽  
Guanyu Hu ◽  
Changhua Hu ◽  
Shuaiwen Tang ◽  
...  
Keyword(s):  
Complex System ◽  
System Modeling ◽  
Rule Base ◽  
Belief Rule Base ◽  
Complex System Modeling

Akaike Information Criterion-based conjunctive belief rule base learning for complex system modeling

2018 ◽  
Vol 161 ◽  
pp. 47-64 ◽  
Author(s):  
Leilei Chang ◽  
Zhijie Zhou ◽  
Yuwang Chen ◽  
Xiaobin Xu ◽  
Jianbin Sun ◽  
...  
Keyword(s):  
Complex System ◽  
Akaike Information Criterion ◽  
System Modeling ◽  
Information Criterion ◽  
Rule Base ◽  
Belief Rule Base ◽  
Complex System Modeling

A new approximate belief rule base expert system for complex system modelling

2021 ◽  
pp. 113558
Author(s):  
You Cao ◽  
Zhijie Zhou ◽  
Changhua Hu ◽  
Shuaiwen Tang ◽  
Jie Wang
Keyword(s):  
Complex System ◽  
Expert System ◽  
Rule Base ◽  
System Modelling ◽  
Belief Rule Base

CoSMSOL: Complex system modeling, simulation and optimization language

2017 ◽  
Vol 08 (02) ◽  
pp. 1741002 ◽  
Author(s):  
Bo Hu Li ◽  
Xiao Song ◽  
Lin Zhang ◽  
Jing Liu ◽  
Peng Chi ◽  
...  
Keyword(s):  
Complex System ◽  
System Modeling ◽  
Continuous System ◽  
Agent Based ◽  
Simulation And Optimization ◽  
Implementation Processes ◽  
Modeling Simulation ◽  
Simulation Language ◽  
Intelligent Optimization Algorithms ◽  
Complex System Modeling

Complex System Modeling, Simulation and Optimization Language (CoSMSOL) is problem-oriented and designed to run on multi-core computers. This paper provides the system environment of CoSMSOL and proposes the modeling methods of complex system, language text specification, function library, algorithm library, parallel simulation algorithms and intelligent optimization algorithms which support continuous system, discrete system and agent systems. Also, we developed a simulation language compiler of CoSMSOL, which is employed in two case studies generating a multi-entity war gaming system and an aerodynamic spacecraft model. The two cases illustrate main functions and implementation processes of CoSMSOL. The results validate that CoSMSOL is useful to model agent-based system and aerospace system.

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