Asynchronous Agent Based Computing for Military Vehicle Scheduling and Planning

Under the warfare and other emergent environment, military vehicle scheduling and planning is subject to complex sets of objectives and constraints and thus is difficult to achieve high-quality solutions. The paper proposes a distributed computing framework to support effective military vehicle sche...

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Bibliographic Details
Published in2010 International Conference on Optoelectronics and Image Processing Vol. 1; pp. 302 - 305
Main Authors Zhu Zhaoqian, Zhang Wenming, Ma Guangshun
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2010
Subjects
Agent
Asynchronous team
Heuristic algorithms
Military computing
Military vehicle scheduling
Optimization
Planning
Problem solving
Processor scheduling
Vehicles
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Summary:Under the warfare and other emergent environment, military vehicle scheduling and planning is subject to complex sets of objectives and constraints and thus is difficult to achieve high-quality solutions. The paper proposes a distributed computing framework to support effective military vehicle scheduling, in which asynchronous teams of intelligent agents cooperate with each other to produce a set of nondominated solutions that show the tradeoffs between objectives, and evolve a population of solutions towards a Pareto-optimal frontier. Experimental results demonstrate the capability and effectiveness of our approach.
ISBN:9781424486830
1424486831
DOI:10.1109/ICOIP.2010.177