An outer-approximation guided optimization approach for constrained neural network inverse problems
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Mathematics,Software
Link
https://link.springer.com/content/pdf/10.1007/s10107-021-01653-y.pdf
Reference33 articles.
1. Anderson, R., Huchette, J., Tjandraatmadja, C., Vielma, J.P.: Strong mixed-integer programming formulations for trained neural networks. In: Lodi, A., Nagarajan, V. (eds.) Integer programming and combinatorial optimization, pp. 27–42. Springer International Publishing, Cham (2019)
2. Benders, J.F.: Partitioning procedures for solving mixed-variables programming problems. Numerische Mathematik 4(1), 238–252 (1962)
3. Ben-Tal, A., Nemirovski, A.: Non-euclidean restricted memory level method for large-scale convex optimization. Math. Program. 102(3), 407–456 (2005)
4. Bertsekas, D.: Nonlinear programming. Athena Scientific, Massachusets (1999)
5. Camm, J.D., Raturi, A.S., Tsubakitani, S.: Cutting big m down to size. INFORMS J. Appl. Anal. 20(5), 61–66 (1990)
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