Asset Management System through the design of a Jadex Agent System

Carbó, Javier; Molina, José Manuel

doi:10.14201/adcaij201652114

Cited by 5 publications

(2 citation statements)

References 12 publications

(6 reference statements)

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“…More recent and claimto-be-more-efficient platforms as SPADE 1 can be considered, but JADEX has been largely successfully applied in research, teaching and industrial applications, and we have previous expertise developing applications with it. Furthermore, we published a deeper explanation of how agents internally used beliefs, desires and intentions in this problem in (Carbo et al, 2016).…”

Section: Defining the Agent Systemmentioning

confidence: 99%

Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Carbó

Patricio

2019

Expert Systems with Applications

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Section: Defining the Agent Systemmentioning

confidence: 99%

Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Carbó

Patricio

2019

Expert Systems with Applications

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“…As an important task allocation method in MAS, the basic idea of contract net agreement is "tender-bidding-winning", which enables the whole system to complete task allocation with a lower cost and higher quality. However, there are still some blind spots in the research of contract net protocols when facing specific problems [9,10]. For example, the method of reducing communication traffic in the initial bidding stage depends on historical information, but the lack of historical information in the initial stage means the overall allocation efficiency is not high.…”

Section: Introductionmentioning

confidence: 99%

Task Assignment of the Improved Contract Net Protocol under a Multi-Agent System

2019

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Background: The existing contract net protocol has low overall efficiency during the bidding and release period, and a large amount of redundant information is generated during the negotiation process. Methods: On the basis of an ant colony algorithm, the dynamic response threshold model and the flow of pheromone model were established, then the complete task allocation process was designed. Three experimental settings were simulated under different conditions. Results: When the number of agents was 20 and the maximum load value was L max = 3 , the traffic and run-time of task allocation under the improved contract net protocol decreased. When the number of tasks and L max was fixed, the improved contract net protocol had advantages over the dynamic contract net and classical contract net protocols in terms of both traffic and run-time. Setting up the number of agents, tasks and L max to improve the task allocation under the contract net not only minimizes the number of errors, but also the task completion rate reaches 100%. Conclusions: The improved contract net protocol can reduce the traffic and run-time compared with classical contract net and dynamic contract net protocols. Furthermore, the algorithm can achieve better assignment results and can re-forward all erroneous tasks.

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New Approach to Recommend Banking Products Through a Hybrid Recommender System

Nieves

2020

Advances in Intelligent Systems and Computing

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Asset Management System through the design of a Jadex Agent System

Cited by 5 publications

References 12 publications

Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Task Assignment of the Improved Contract Net Protocol under a Multi-Agent System

New Approach to Recommend Banking Products Through a Hybrid Recommender System

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