On the Use of Agent-Based Modeling for Smart Farming

被引：0

作者：

Lopez-Jimenez, Jorge ^{[1
,2
]}

Quijano, Nicanor ^{[1
]}

Vande Wouwer, Alain ^{[2
]}

机构：

[1] Univ Los Andes, Dept Elect & Elect Engn, Bogota, Colombia

[2] Univ Mons, Automat Control Lab, Mons, Belgium

来源：

2018 22ND INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC) | 2018年

关键词：

Mathematical modeling; ODD protocol; agricultural systems; Netlogo; SIMULATION; YIELD;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we investigate the possibility of using Agent-Based Models (ABMs) for describing a crop growing system. Even though ABMs have received increasing attention for modeling ecological systems, their use in modern farming is still limited. To develop such a model, a proper definition of the plants as agents can be provided following a standard protocol named ODD (overview, design concepts, and details). This description allows to define complex interaction between environment (e.g., soil, climatic conditions, and limited resources) and plants, and between plants. To validate this preliminary development, a comparative study is achieved with a classical crop-modeling environment, i.e., AquaCrop, using potato plants as sample crop.

引用

下载

页码：348 / 353

页数：6

共 50 条

[11] Simulation of bioeconomy system using agent-based model in the case of smart, green, and conventional farming
Viridi, S.
Premadi, P.
Aditiawati, P.
Maqdir, E. S.
Suheri, T.
Halid, J.
Sari, K. N.
Pasaribu, U. S.
Sudaryani, N. M.
Latifah, N.
Rahimah, S.
INTERNATIONAL CONFERENCE ON GREEN AGRO-INDUSTRY AND BIOECONOMY, 2019, 230
[12] MavHome: An agent-based smart home
Cook, DJ
Youngblood, M
Heierman, EO
PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS (PERCOM 2003), 2003, : 521 - 524
[13] An agent-based smart skin for building smart homes
Chen, Shang-Yuan
OPEN HOUSE INTERNATIONAL, 2007, 32 (02) : 74 - 88
[14] The future of agent-based modeling
Richiardi M.G.
Eastern Economic Journal, 2017, 43 (2) : 271 - 287
[15] AGENT-BASED MODELING AND SIMULATION
Macal, Charles M.
North, Michael J.
PROCEEDINGS OF THE 2009 WINTER SIMULATION CONFERENCE (WSC 2009 ), VOL 1-4, 2009, : 86 - +
[16] Workshop on agent-based modeling
Terano, Takao
New Frontiers in Artificial Intelligence, 2007, 3609 : 79 - 79
[17] Use of GIS and Agent-Based Modeling to Simulate the Spread of Influenza
Wang, Jiasheng
Xiong, Jianhong
Yang, Kun
Peng, Shuangyun
Xu, Quanli
2010 18TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, 2010,
[18] The Use of Agent-based Modeling in Projecting Risk Factors into the Future
Bobashev, Georgiy V.
Morris, Robert J.
Zule, William A.
Borshchev, Andrei V.
Hoffer, Lee
SOCIAL COMPUTING AND BEHAVIORAL MODELING, 2009, : 50 - +
[19] Agent-Based Modeling and Simulation
Klugl, Franziska
Bazzan, Ana L. C.
AI MAGAZINE, 2012, 33 (03) : 29 - 40
[20] KAIZEN for agent-based Modeling
Terano, Takao
ADVANCING SOCIAL SIMULATION: THE FIRST WORLD CONGRESS, 2007, : 1 - +

← 1 2 3 4 5 →