Integration of an individual-oriented model into a system dynamics model: An application to a multi-species system

  • Kim, Yongeun; 
  • Son, Jino; 
  • Lee, Yun-Sik; 
  • Lee, Minyoung; 
  • Hong, Jinsol; 
  • ... Cho, Kijong
Citations

WEB OF SCIENCE

6
Citations

SCOPUS

8

초록

Although the system dynamics (SD) modeling approach has been used frequently to model various systems, there is little research on the development of hybrid SD-individual-oriented (IO) modeling. The aim of this study is to demonstrate the use of an array variable for the hybrid SD-IO modeling approach using the SD platform, and to provide a detailed modeling process of an algae-daphnid system consisting of two freshwater algal species and Daphnia. Our study showed that the array variable in the SD approach is useful for modeling multiple individuals and as a function to control the switch and integration variable for the hybrid modeling approach. The proposed method can improve the usability of hybrid modeling by enabling hybrid SD-IO modeling without requiring extensive knowledge of programming. Given the ongoing development and advancement of the SD modeling approach, this modeling technique will be a useful method to study complex systems.

키워드

System dynamics; Individual-oriented modeling; Individual-based modeling dynamic energy budget; Array variable; DISCRETE-EVENT SIMULATION; ENERGY BUDGET THEORY; COMPETITION; POPULATIONS; PROJECTS
제목
Integration of an individual-oriented model into a system dynamics model: An application to a multi-species system
저자
Kim, Yongeun; Son, Jino; Lee, Yun-Sik; Lee, Minyoung; Hong, Jinsol; Cho, Kijong
DOI
10.1016/j.envsoft.2018.11.009
발행일
2019-02
유형
Article
저널명
Environmental Modelling and Software
권
112
페이지
23 ~ 35