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CIMSim 2012 : 4th international conference on computational intelligence, modelling and simulation : proceedings
- Source :
- IEEE Computer Society, IEEE Computer Society, 2012, ISBN-978-1-4673-3113-5, pp.88-93. ⟨10.1109/CIMSim.2012.21⟩
- Publication Year :
- 2012
- Publisher :
- HAL CCSD, 2012.
-
Abstract
- International audience; Studies in predicting rice pest outbreaks use regression models to explore relationships between rice pest population density and environmental factors. Agent-based models provide a flexible assessment framework to help stakeholders in planning rice pest management strategies. This paper proposes a general method to determine rice pest risk index and design a structure of agents that have an ability of aggregating information from other agents in agent-based models, OWA-based method is experimented on multi-criteria decision making agents to determine rice pest risk index of each rice area. A case study is carried out on risk assessment of brown plant hopper in the Mekong Delta region, simulation results in this study show that rice pest risk index aggregated from criteria and agent-based approach are useful tools to support stakeholders in rice pest management.
- Subjects :
- Integrated pest management
Agent-based model
Computer science
0211 other engineering and technologies
02 engineering and technology
MALADIE DES PLANTES
0202 electrical engineering, electronic engineering, information engineering
GAMA platform
Rice pest risk index (RPR)
AIDE A LA DECISION
Brown plant hopper (BPH)
SYSTEME EXPERT
Risk management
2. Zero hunger
Strategic planning
021103 operations research
business.industry
fungi
ACM
Pest control
food and beverages
MODELISATION
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
RIZICULTURE
OWA operator
Risk analysis (engineering)
Software agent
Multi-criteria decision making (MCDM)
020201 artificial intelligence & image processing
PEST analysis
business
Risk assessment
Subjects
Details
- Language :
- English
- ISBN :
- 978-1-4673-3113-5
- ISBNs :
- 9781467331135
- Database :
- OpenAIRE
- Journal :
- IEEE Computer Society, IEEE Computer Society, 2012, ISBN-978-1-4673-3113-5, pp.88-93. ⟨10.1109/CIMSim.2012.21⟩
- Accession number :
- edsair.doi.dedup.....ee25222c7d637a71e3ddcb08fb0b27b9
- Full Text :
- https://doi.org/10.1109/CIMSim.2012.21⟩