Abstract
In this paper, an approach of cruise missile hierarchical path planning based on Voronoi diagram and Biogeography-Based Optimization (BBO) is proposed. First, based on Voronoi diagram, we establish the threat model to describe the planning environment and generate the initial paths and navigation nodes. Then the Biogeography-Based Optimization (BBO) is utilized to search the optimal path. In order to improve the performance of BBO, we adopt an integer priority-based encoding, analyze and discuss the migration rate model and design the migration, mutation and elite operator. Finally, the simulation results show that this approach is effective in cruise missile path planning.
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References
Dorigo, M., Gambardella, L.M.: Guest editorial: special section on ant colony optimization. IEEE Transactions on Evolutionary Computation 6, 317–319 (2002)
Mezura-Montes, E., Coello, C.A.C.: A simple multimembered evolution strategy to solve constrained optimization problems. IEEE Transactions on Evolutionary Computation 9, 1–17 (2005)
Man, K.F., Tang, K.S.: Genetic Algorithms, 1st edn. Springer, London (1999)
Eberhart, R.C., Shi, Y.: Guest editorial: special issue on particle swarm optimization. IEEE Transactions on Evolutionary Computation 8, 201–203 (2004)
Simon, D.: Biogeography-based Optimization. IEEE Transactions on Evolutionary Computation 12, 702–713 (2008)
Rathbun, D., Capozzi, B.: Evolutionary Approaches to Path Planning Through Uncertain Environments. In: AIAA’s 1st Technical Conference and Workshop on Unmanned Aerospace Vehicles, Systems, Technologies, and Operations, Portsmouth, Virginia (2002)
Wallace, A.R.: The Geographical Distribution of Animals. Adamant Media Corporation, Boston (2005)
Darwin, C.: The Origin of Species, Gramercy, New York (1995)
MacArthur, R.H., Wilson, E.O.: The Theory of Island Biogeography. Princeton University, New Jersey (1967)
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© 2012 Springer-Verlag Berlin Heidelberg
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Huang, N., Liu, G., He, B. (2012). Path Planning Based on Voronoi Diagram and Biogeography-Based Optimization. In: Tan, Y., Shi, Y., Ji, Z. (eds) Advances in Swarm Intelligence. ICSI 2012. Lecture Notes in Computer Science, vol 7331. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30976-2_27
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DOI: https://doi.org/10.1007/978-3-642-30976-2_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-30975-5
Online ISBN: 978-3-642-30976-2
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