Stochastic Kriging-Based Optimization Applied in Direct Policy Search for Decision Problems in Infrastructure Planning

Author:

Maia Cibelle Dias de Carvalho Dantas,Lopez Rafael Holdorf

Publisher

Springer International Publishing

Reference18 articles.

1. Ankenman, B., Nelson, B.L., Staum, J.: stochastic kriging for simulation metamodeling. OperationsResearch 58(2), 371–382 (2010)

2. Bismut, E.; Straub, D. Adaptive direct policy search for inspection and maintenance planning in structural systems. In: Life Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision, CRC Press, pp. 3103–3110 (2018)

3. Bismut, E., Straub, D.: Direct policy search as an alternative to POMDP for sequential decision problems in infrastructure planning. In: 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13 (2019)

4. Forrester, A.I., Keane, A.J.: Recent advances in surrogate-based optimization. Progress Aerospace Sci. 45(1–3), 50–79 (2009)

5. Giuliani, M., et al.: Curses, tradeoffs, and scalable management: advancing evolutionary multiobjective direct policy search to improve water reservoir operations. J. Water Resources Planning Manage. 142(2), 04015050 (2016)

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