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Bounded Optimal Constrained Coordination with Delay Penalties and Location Choice

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Advanced Agent Technology (AAMAS 2011)

Abstract

This extended abstract addresses the optimal assignment of spatially distributed tasks to a team of heterogeneous mobile agents in domains in which tasks may be related by precedence or simultaneity constraints and have a choice of locations at which they can be performed. The manner in which constraints are satisfied and the locations chosen for tasks both impact the overall team utility. We analyze the impact of these problem features on the efficiency of the solution process.

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References

  1. Barnhart, C., Johnson, E.L., Nemhauser, G.L., Savelsbergh, M.W.P., Vance, P.H.: Branch-and-price: Column generation for solving huge integer programs. Operations Research 46, 316–329 (1998)

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  2. Korsah, G.A.: Exploring bounded optimal coordination for heterogeneous teams with cross-schedule dependencies. PhD thesis, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA (January 2011)

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  3. Korsah, G.A., Stentz, A., Dias, M.B.: Heterogeneous team coordination problems with cross-schedule dependencies. Technical Report TR-11-04, Robotics Institute, Carnegie Mellon University (February 2011)

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© 2012 Springer-Verlag Berlin Heidelberg

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Korsah, G.A., Stentz, A., Dias, M.B. (2012). Bounded Optimal Constrained Coordination with Delay Penalties and Location Choice. In: Dechesne, F., Hattori, H., ter Mors, A., Such, J.M., Weyns, D., Dignum, F. (eds) Advanced Agent Technology. AAMAS 2011. Lecture Notes in Computer Science(), vol 7068. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27216-5_24

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  • DOI: https://doi.org/10.1007/978-3-642-27216-5_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-27215-8

  • Online ISBN: 978-3-642-27216-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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