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An improved discrete Shuffled Frog Leaping Algorithm for cooperative multi-target assignment of BVR air combat

  • Northwestern Polytechnical University Xian

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

Multi-Target assignment is an important tactical factor of BVR (Beyond Visual Range) air combat. Based on the analysis of the basic Shuffled Frog Leaping Algorithm (SFLA), an Improved Discrete Shuffled Frog Leaping Algorithm is proposed to solve the problem of multi-target assignment in BVR air combat. The threat evaluation function and the multi-target assignment model of BVR air combat are established. The new SFLA adopts adaptive Strategy of Evolution Capability Control to update the subpopulations, which can avoid trapping into local extremum. In order to improve population diversity and speed up the convergence, the Strategy of Difference Disturbance is proposed. Simulation results indicate that the Improved Discrete SFLA is feasible and more effective when compared with other algorithm in finding out the multi-target assignment scenario.

Original languageEnglish
Title of host publication2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages686-691
Number of pages6
ISBN (Electronic)9781479952748
DOIs
StatePublished - 15 Dec 2014
Event2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014 - Guilin, Guangxi, China
Duration: 5 Aug 20148 Aug 2014

Publication series

Name2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

Conference

Conference2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
Country/TerritoryChina
CityGuilin, Guangxi
Period5/08/148/08/14

Keywords

  • BVR air combat
  • Improved Discrete Shuffled Frog Leaping Algorithm
  • multi-target assignment
  • threat evaluation

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