Multi-agent CHANS: BDI Farmer Intentions and Decision Making

Tito Julio Muto; Elias Buitrago Bolivar; Jairo E. Serrano; Enrique González

doi:10.1007/978-3-030-85739-4_13

Multi-agent CHANS: BDI Farmer Intentions and Decision Making

Tito Julio Muto, Elias Buitrago Bolivar, Jairo E. Serrano, Enrique González

Department of Systems Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

This paper extends previous works on multi-agent-based simulation models of Coupled Human and Natural Systems (CHANS), by introducing a farmer agent model capable of interact with environmental, economic, and spatial variables in the context of supply and demand of environmental services. Emphasis is made on how the Farmer Agent implements the BDI framework (Believes, Desires, and Intentions) at its core. Also, insights about its decision-making mechanism based on fuzzy logic are provided. Preliminary results are shown in terms of modulating variables such as knowledge, money, well-being, energy, and productivity.

Original language	English
Title of host publication	Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings
Editors	Frank Dignum, Juan Manuel Corchado, Fernando De La Prieta
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	151-162
Number of pages	12
ISBN (Print)	9783030857387
DOIs	https://doi.org/10.1007/978-3-030-85739-4_13
State	Published - 2021
Event	19th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2021 - Salamanca, Spain Duration: 06 Oct 2021 → 08 Oct 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12946 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	19th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2021
Country/Territory	Spain
City	Salamanca
Period	06/10/21 → 08/10/21

Keywords

BDI agent
Complex-environmental systems
Emotional BDI
Fuzzy logic
Multi-agent simulation
Multi-agent systems

Access to Document

10.1007/978-3-030-85739-4_13

Cite this

Muto, T. J., Bolivar, E. B., Serrano, J. E., & González, E. (2021). Multi-agent CHANS: BDI Farmer Intentions and Decision Making. In F. Dignum, J. M. Corchado, & F. De La Prieta (Eds.), Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings (pp. 151-162). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12946 LNAI). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-85739-4_13

Muto, Tito Julio ; Bolivar, Elias Buitrago ; Serrano, Jairo E. et al. / Multi-agent CHANS : BDI Farmer Intentions and Decision Making. Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings. editor / Frank Dignum ; Juan Manuel Corchado ; Fernando De La Prieta. Springer Science and Business Media Deutschland GmbH, 2021. pp. 151-162 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This paper extends previous works on multi-agent-based simulation models of Coupled Human and Natural Systems (CHANS), by introducing a farmer agent model capable of interact with environmental, economic, and spatial variables in the context of supply and demand of environmental services. Emphasis is made on how the Farmer Agent implements the BDI framework (Believes, Desires, and Intentions) at its core. Also, insights about its decision-making mechanism based on fuzzy logic are provided. Preliminary results are shown in terms of modulating variables such as knowledge, money, well-being, energy, and productivity.",

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author = "Muto, {Tito Julio} and Bolivar, {Elias Buitrago} and Serrano, {Jairo E.} and Enrique Gonz{\'a}lez",

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Muto, TJ, Bolivar, EB, Serrano, JE & González, E 2021, Multi-agent CHANS: BDI Farmer Intentions and Decision Making. in F Dignum, JM Corchado & F De La Prieta (eds), Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12946 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 151-162, 19th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2021, Salamanca, Spain, 06/10/21. https://doi.org/10.1007/978-3-030-85739-4_13

Multi-agent CHANS: BDI Farmer Intentions and Decision Making. / Muto, Tito Julio; Bolivar, Elias Buitrago; Serrano, Jairo E. et al.
Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings. ed. / Frank Dignum; Juan Manuel Corchado; Fernando De La Prieta. Springer Science and Business Media Deutschland GmbH, 2021. p. 151-162 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12946 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Multi-agent CHANS

T2 - 19th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2021

AU - Muto, Tito Julio

AU - Bolivar, Elias Buitrago

AU - Serrano, Jairo E.

AU - González, Enrique

PY - 2021

Y1 - 2021

N2 - This paper extends previous works on multi-agent-based simulation models of Coupled Human and Natural Systems (CHANS), by introducing a farmer agent model capable of interact with environmental, economic, and spatial variables in the context of supply and demand of environmental services. Emphasis is made on how the Farmer Agent implements the BDI framework (Believes, Desires, and Intentions) at its core. Also, insights about its decision-making mechanism based on fuzzy logic are provided. Preliminary results are shown in terms of modulating variables such as knowledge, money, well-being, energy, and productivity.

AB - This paper extends previous works on multi-agent-based simulation models of Coupled Human and Natural Systems (CHANS), by introducing a farmer agent model capable of interact with environmental, economic, and spatial variables in the context of supply and demand of environmental services. Emphasis is made on how the Farmer Agent implements the BDI framework (Believes, Desires, and Intentions) at its core. Also, insights about its decision-making mechanism based on fuzzy logic are provided. Preliminary results are shown in terms of modulating variables such as knowledge, money, well-being, energy, and productivity.

KW - BDI agent

KW - Complex-environmental systems

KW - Emotional BDI

KW - Fuzzy logic

KW - Multi-agent simulation

KW - Multi-agent systems

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DO - 10.1007/978-3-030-85739-4_13

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SN - 9783030857387

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 151

EP - 162

BT - Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings

A2 - Dignum, Frank

A2 - Corchado, Juan Manuel

A2 - De La Prieta, Fernando

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 6 October 2021 through 8 October 2021

ER -

Muto TJ, Bolivar EB, Serrano JE, González E. Multi-agent CHANS: BDI Farmer Intentions and Decision Making. In Dignum F, Corchado JM, De La Prieta F, editors, Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection - 19th International Conference, PAAMS 2021, Proceedings. Springer Science and Business Media Deutschland GmbH. 2021. p. 151-162. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-85739-4_13

Multi-agent CHANS: BDI Farmer Intentions and Decision Making

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