期刊
IEEE ACCESS
卷 9, 期 -, 页码 78936-78946出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2021.3084238
关键词
Task analysis; Resource management; Heuristic algorithms; Collaboration; Dynamic scheduling; Contracts; Vehicle dynamics; Heterogeneous multi-unmanned platform; collaborative task allocation; contract net algorithm; mental coefficient; blackboard model; buffer pool mechanism
By investigating dynamic collaborative task allocation of heterogeneous multi-unmanned platform, a model was constructed to solve the problems. Improvement of the contract net algorithm led to increased task allocation efficiency and more reasonable outcomes in collaborative task allocation, as evidenced by relevant laboratory findings.
On the basis of investigating dynamic collaborative task allocation of heterogeneous multi-unmanned platform, a dynamic collaborative task allocation model was constructed to settle these problems in this paper. Moreover, the contract net algorithm was improved by means of mental coefficients, the blackboard model and the buffer pool mechanism; and a hybrid method of three modified contract net algorithms was applied to dynamic collaborative task allocation of heterogeneous multi-unmanned platform. As a result, not only is the task allocation efficiency raised, but outcomes of collaborative task allocation become more reasonable. As demonstrated by relevant laboratory findings, the corresponding performance is significantly boosted.
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