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Double-Action Agents Solving the MRCPSP/Max Problem

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Computational Collective Intelligence. Technologies and Applications (ICCCI 2011)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6923))

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Abstract

In this paper an A-Team architecture for solving the multi-mode resource-constrained project scheduling problem with minimal and maximal time lags (MRCPSP/max) is proposed and experimentally validated. To solve this problem an asynchronous team of agents implemented using JABAT middleware has been proposed. Four kinds of optimization agent has been used. Each of them acts in two ways depending whether the received initial solution is feasible or not. The paper contains the MRCPSP/max problem formulation, description of the proposed architecture for solving the problem instances, description of optimization algorithms, description of the experiment and the discussion of the computational experiment results.

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References

  1. Barbucha, D., Czarnowski, I., Jȩdrzejowicz, P., Ratajczak-Ropel, E., Wierzbowska, I.: E-JABAT An Implementation of the Web-Based A-Team. In: Nguyen, N.T., Jain, L.C. (eds.) Intelligent Agents in the Evolution of Web and Applications, pp. 57–86. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  2. Bartusch, M., Mohring, R.H., Radermacher, F.J.: Scheduling Project Networks with Resource Constraints and Time Windows. Annual Operational Research 16, 201–240 (1988)

    MATH  MathSciNet  Google Scholar 

  3. Barrios, A., Ballestin, F., Valls, V.: A double genetic algorithm for the MRCPSP/max. Computers and Operations Research 38, 33–43 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  4. Heilmann, R.: Resource-Constrained Project Scheduling: a Heuristic for the Multi-Mode Case. OR Spektrum 23, 335–357 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  5. Heilmann, R.: A branch-and-bound procedure for the multi-mode resource-constrained project scheduling problem with minimum and maximum time lags. European Journal of Operational Research 144, 348–365 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  6. Jędrzejowicz, P., Wierzbowska, I.: JADE-Based A-Team Environment. In: Alexandrov, V.N., van Albada, G.D., Sloot, P.M.A., Dongarra, J. (eds.) ICCS 2006. LNCS, vol. 3993, pp. 719–726. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  7. Jedrzejowicz, P., Ratajczak-Ropel, E.: Solving the rCPSP/max problem by the team of agents. In: Håkansson, A., Nguyen, N.T., Hartung, R.L., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2009. LNCS (LNAI), vol. 5559, pp. 734–743. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  8. Jȩdrzejowicz, P., Ratajczak-Ropel, E.: A-Team for Solving MRCPSP/max Problem. Accepted for publication in LNCS/LNAI series (2011)

    Google Scholar 

  9. Neumann, K., Schwindt, C., Zimmermann, J.: Project Scheduling with Time Windows and Scarce Resources, 2nd edn. Springer, Heidelberg (2003)

    Book  MATH  Google Scholar 

  10. Nonobe, K., Ibaraki, T.: A Tabu Search Algorithm for a Generalized Resource Constrained Project Scheduling Problem. In: MIC 2003: The Fifth Metaheuristics International Conference, pp. 55-1–55-6 (2003)

    Google Scholar 

  11. PSPLIB, http://129.187.106.231/psplib

  12. Reyck, B., Herroelen, W.: The Multi-Mode Resource-Constrained Project Scheduling Problem with Generalized Precedence Relations. European Journal of Operational Research 119, 538–556 (1999)

    Article  MATH  Google Scholar 

  13. Talukdar, S., Baerentzen, L., Gove, A., de Souza, P.: Asynchronous Teams: Co-operation Schemes for Autonomous, Computer-Based Agents. Technical Report EDRC 18-59-96. Carnegie Mellon University, Pittsburgh (1996)

    Google Scholar 

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Jȩdrzejowicz, P., Ratajczak-Ropel, E. (2011). Double-Action Agents Solving the MRCPSP/Max Problem. In: Jędrzejowicz, P., Nguyen, N.T., Hoang, K. (eds) Computational Collective Intelligence. Technologies and Applications. ICCCI 2011. Lecture Notes in Computer Science(), vol 6923. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23938-0_32

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  • DOI: https://doi.org/10.1007/978-3-642-23938-0_32

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-23937-3

  • Online ISBN: 978-3-642-23938-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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