Abstract
For a closed set S and a bounded closed convex set U in a real normed vector space, we give exact subdifferential formulas of an optimal value function \(\mathrm {I}\!\Gamma _{S|U}\) whose definition is based on the Minkowski function of U. \(\mathrm {I}\!\Gamma _{S|U}\) covers distance function and indicator function as special cases. The main contribution is dropping two important assumptions of some main results in the literature.
Similar content being viewed by others
References
Bounkhel, M.: On subdifferentials of a minimal time function in Hausdorff topological vector spaces. Appl. Anal. 93(8), 1761–1791 (2014)
Clark, F.H., Ledyaev, Y.S., Stern, R.J., et al.: Nonsmooth Analysis and Control Theory. Springer, New York (1998)
Colombo, G., Wolenski, P.R.: The subgradient formula for the minimal time function in the case of constant dynamics in Hilbert space. J. Global Optim. 28(3–4), 269–282 (2004)
Colombo, G., Wolenski, P.R.: Variational analysis for a class of minimal time functions in Hilbert spaces. J. Convex Anal. 11(2), 335–361 (2004)
De Blasi, F.S., Myjak, J.: On a generalized best approximation problem. J. Approx. Theory 94(1), 54–72 (1998)
He, Y., Ng, K.F.: Subdifferentials of a minimum time function in Banach spaces. J. Math. Anal. Appl. 321(2), 896–910 (2006)
Jiang, Y., He, Y.: Subdifferentials of a minimal time function in normed spaces. J. Math. Anal. Appl. 358(2), 410–418 (2009)
Li, C.: On well posed generalized best approximation problems. J. Approx. Theory 107(1), 96–108 (2000)
Li, C., Ni, R.: Derivatives of generalized distance functions and existence of generalized nearest points. J. Approx. Theory 115(1), 44–55 (2002)
Mordukhovich, B.S., Nam, N.M.: Limiting subgradients of minimal time functions in Banach spaces. J. Global Optim. 46(4), 615–633 (2010)
Nam, N.M.: Subdifferential formulas for a class of non-convex infimal convolutions. Optimization 64(10), 2213–2222 (2015)
Nam, N.M., Villalobos, M.C., An, N.T.: Minimal time functions and the smallest intersecting ball problem with unbounded dynamics. J. Optim. Theory Appl. 154(3), 768–791 (2012)
Thibault, L.: On subdifferentials of optimal value functions. SIAM J. Control Optim. 29(5), 1019–1036 (1991)
Zhang, Y., He, Y., Jiang, Y.: Subdifferentials of a perturbed minimal time function in normed spaces. Optim. Lett. 8(6), 1921–1930 (2014)
Acknowledgements
This work is supported by National Natural Science Foundation of China (Grant Nos. 11271274, 11461058), Scientific Research Fund of Sichuan Provincial Education Department (Grant Nos. 11ZB153, 11ZA180) and Scientific Research Fund of Sichuan Minzu College(Grant Nos. 13XYZB011, 12XYZB006).
Author information
Authors and Affiliations
Corresponding authors
Rights and permissions
About this article
Cite this article
Sun, S., He, Y. Exact characterization for subdifferentials of a special optimal value function. Optim Lett 12, 519–534 (2018). https://doi.org/10.1007/s11590-017-1122-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11590-017-1122-0