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Determining the pricing strategy for different preference structures for the earth observation satellite scheduling problem through simulation and VIKOR

Author

Listed:
  • Alex Elkjær Vasegaard

    (Aalborg University)

  • Ilkyeong Moon

    (Seoul National University
    Seoul National University)

  • Peter Nielsen

    (Aalborg University)

  • Subrata Saha

    (Aalborg University)

Abstract

This paper presents a method by which decision-makers of the Earth observation satellite operations can coordinate pricing and operational decisions. The pricing of satellite images is complex due to uncertainty and high combinatorial complexity in the scheduling, and the high number of evaluation criteria associated with the customers’ image requests. Likewise, any price changes will change the final schedule due to the complex scheduling procedure and preference reflected in the scoring, and understanding how is challenging. In addition, the changes can be very scenario-specific, so a change that seems beneficial in one scenario can lead to other outcomes in others. Therefore, this paper poses a method with which the satellite operator through simulation can investigate the robustness and combined effect of preference and pricing in order to select the pricing strategy that emphasizes the chosen preference structure the best while still finding a compromise on conflicting objectives related to profit, quantity, quality, etc. More specifically, the proposed method allows the satellite operators to take advantage of the scheduling flexibility through the decisions they control, i.e., price and preference structure.

Suggested Citation

  • Alex Elkjær Vasegaard & Ilkyeong Moon & Peter Nielsen & Subrata Saha, 2023. "Determining the pricing strategy for different preference structures for the earth observation satellite scheduling problem through simulation and VIKOR," Flexible Services and Manufacturing Journal, Springer, vol. 35(3), pages 945-973, September.
    • Handle: RePEc:spr:flsman:v:35:y:2023:i:3:d:10.1007_s10696-022-09444-z
    DOI: 10.1007/s10696-022-09444-z
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    References listed on IDEAS

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    1. Tangpattanakul, Panwadee & Jozefowiez, Nicolas & Lopez, Pierre, 2015. "A multi-objective local search heuristic for scheduling Earth observations taken by an agile satellite," European Journal of Operational Research, Elsevier, vol. 245(2), pages 542-554.
    2. Lahdelma, Risto & Hokkanen, Joonas & Salminen, Pekka, 1998. "SMAA - Stochastic multiobjective acceptability analysis," European Journal of Operational Research, Elsevier, vol. 106(1), pages 137-143, April.
    3. Valicka, Christopher G. & Garcia, Deanna & Staid, Andrea & Watson, Jean-Paul & Hackebeil, Gabriel & Rathinam, Sivakumar & Ntaimo, Lewis, 2019. "Mixed-integer programming models for optimal constellation scheduling given cloud cover uncertainty," European Journal of Operational Research, Elsevier, vol. 275(2), pages 431-445.
    4. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    5. J-F Cordeau & G Laporte, 2005. "Maximizing the value of an Earth observation satellite orbit," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(8), pages 962-968, August.
    6. Antonio Jose Vazquez Alvarez & Richard Scott Erwin, 2015. "An Introduction to Optimal Satellite Range Scheduling," Springer Optimization and Its Applications, Springer, number 978-3-319-25409-8, July.
    7. Jabbour, Chady & Rey-Valette, Hélène & Maurel, Pierre & Salles, Jean-Michel, 2019. "Spatial data infrastructure management: A two-sided market approach for strategic reflections," International Journal of Information Management, Elsevier, vol. 45(C), pages 69-82.
    8. Gabrel, Virginie & Vanderpooten, Daniel, 2002. "Enumeration and interactive selection of efficient paths in a multiple criteria graph for scheduling an earth observing satellite," European Journal of Operational Research, Elsevier, vol. 139(3), pages 533-542, June.
    9. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    10. Antonio José Vázquez Álvarez & Richard Scott Erwin, 2015. "Optimal Satellite Range Scheduling," Springer Optimization and Its Applications, in: An Introduction to Optimal Satellite Range Scheduling, chapter 0, pages 49-73, Springer.
    11. Bianchessi, Nicola & Cordeau, Jean-Francois & Desrosiers, Jacques & Laporte, Gilbert & Raymond, Vincent, 2007. "A heuristic for the multi-satellite, multi-orbit and multi-user management of Earth observation satellites," European Journal of Operational Research, Elsevier, vol. 177(2), pages 750-762, March.
    12. Corrente, Salvatore & Figueira, José Rui & Greco, Salvatore & Słowiński, Roman, 2017. "A robust ranking method extending ELECTRE III to hierarchy of interacting criteria, imprecise weights and stochastic analysis," Omega, Elsevier, vol. 73(C), pages 1-17.
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