Distributed task allocation in dynamic multi-agent system

2015 ◽  
Author(s):  
Vaishnavi Singhal ◽  
Deepak Dahiya
Keyword(s):  
Task Allocation ◽  
Multi Agent System ◽  
Agent System ◽  
Multi Agent ◽  
Distributed Task Allocation

Dynamic Task Allocation Based on Game Theory

2014 ◽  
Vol 926-930 ◽  
pp. 2790-2794
Author(s):  
Xiao Ping Wan ◽  
Shu Yu Li
Keyword(s):  
Game Theory ◽  
Task Allocation ◽  
Multi Agent System ◽  
Multi Agent Systems ◽  
Agent System ◽  
Allocation Algorithm ◽  
Dynamic Task ◽  
Dynamic Task Allocation ◽  
Multi Agent ◽  
Lower Complexity

Multi-Agent System for task allocation problem, the introduction of game theory for dynamic task allocation modeling Multi-Agent Systems,Multi-Agent System proposed dynamic task allocation algorithm based on game theory.Experimental results show that the lower complexity of dynamic task allocation algorithm based on game theory in this article, the smaller amount of calculation,better robustness,task allocation scheme to obtain higher quality,with higher distribution

scholarly journals A Social Multi-Agent Cooperation System Based on Planning and Distributed Task Allocation

Information ◽  
2020 ◽  
Vol 11 (5) ◽  
pp. 271
Author(s):  
Atef Gharbi
Keyword(s):  
Task Allocation ◽  
Autonomous Agents ◽  
Computational Time ◽  
Multi Agent System ◽  
Model Checker ◽  
Computation Tree ◽  
Message Exchange ◽  
Multi Agent ◽  
Distributed Task Allocation ◽  
Cooperation System

Planning and distributed task allocation are considered challenging problems. To address them, autonomous agents called planning agents situated in a multi-agent system should cooperate to achieve planning and complete distributed tasks. We propose a solution for distributed task allocation where agents dynamically allocate the tasks while they are building the plans. We model and verify some properties using computation tree logic (CTL) with the model checker its-ctl. Lastly, simulations are performed to verify the effectiveness of our proposed solution. The result proves that it is very efficient as it requires little message exchange and computational time. A benchmark production system is used as a running example to explain our contribution.

Bidding-based optimization of task allocation in multi-Agent system

2010 ◽  
Vol 30 (7) ◽  
pp. 1906-1908 ◽  
Author(s):  
Zhi-qin DING ◽  
Yong LIU ◽  
Kai WANG
Keyword(s):  
Task Allocation ◽  
Multi Agent System ◽  
Agent System ◽  
Multi Agent
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