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Higher-order tangent derivative and its applications to sensitivity analysis. (English) Zbl 1527.90193

Summary: In the paper, we study the higher-order tangent derivative for set-valued maps. More precisely, we first develop its calculus rules. Then, via this derivative, some contributions to sensitivity analysis in set-valued optimization are proposed. Several examples are given to illustrate our results.

MSC:

90C29 Multi-objective and goal programming
90C31 Sensitivity, stability, parametric optimization
Full Text: DOI

References:

[1] Anh, NLH; Khanh, PQ; Tung, LT, Variational sets : calculus and applications to nonsmooth vector optimization, Nonlinear Anal., 74, 2358-2379 (2011) · Zbl 1251.90386 · doi:10.1016/j.na.2011.07.055
[2] Anh, NLH; Khanh, PQ, Variational sets of perturbation maps and applications to sensitivity analysis for constrained vector optimization, J. Optim. Theory Appl., 158, 363-384 (2013) · Zbl 1272.90076 · doi:10.1007/s10957-012-0257-5
[3] Anh, NLH, Sensitivity analysis in constrained set-valued optimization via Studniarski derivatives, Positivity, 21, 255-272 (2017) · Zbl 1369.49019 · doi:10.1007/s11117-016-0418-0
[4] Anh, NLH, Some results on sensitivity analysis in set-valued optimization, Positivity, 21, 1527-1543 (2017) · Zbl 1382.49048 · doi:10.1007/s11117-017-0483-z
[5] Aubin, JP; Nachbin, L., Contingent derivatives of set-valued maps and existence od solutions to nonlinear inclusions and differential inclusion, Mathematical Analysis and Applications, 160-229 (1981), New York: Academic Press, New York
[6] Aubin, JP; Frankowska, H., Set-Valued Analysis (1990), Boston: Birkhäuser, Boston · Zbl 0713.49021
[7] Chuong, TD; Yao, JC, Generalized Clarke epiderivatives of parametric vector optimization problems, J. Optim. Theory Appl., 146, 77-94 (2010) · Zbl 1206.90158 · doi:10.1007/s10957-010-9646-9
[8] Fiacco, AV, Introduction to sensitivity and stability analysis, Nonlinear Programming (1983), New York: Academic Press, New York · Zbl 0543.90075
[9] Jahn, J.; Khan, AA; Zeilinger, P., Second-order optimality conditions in set optimization, J. Optim. Theory Appl., 125, 331-347 (2005) · Zbl 1071.49015 · doi:10.1007/s10957-004-1841-0
[10] Khan, AA; Tammer, C.; Zǎlinescu, C., Set-valued Optimization: An Introduction with Applications (2015), Berlin: Springer, Berlin · Zbl 1308.49004 · doi:10.1007/978-3-642-54265-7
[11] Kuk, H.; Tanino, T.; Tanaka, M., Sensitivity analysis in parametrized convex vector optimization, it, J. Math. Anal. Appl., 202, 511-522 (1996) · Zbl 0856.90095 · doi:10.1006/jmaa.1996.0331
[12] Kuk, H.; Tanino, T.; Tanaka, M., Sensitivity analysis in vector optimization, J. Optim. Theory Appl., 89, 713-730 (1996) · Zbl 0851.90104 · doi:10.1007/BF02275356
[13] Levy, AB; Rockafellar, RT, Sensitivity analysis of solutions to generalized equations, Trans. Am. Math. Soc., 345, 661-671 (1994) · Zbl 0815.47077 · doi:10.1090/S0002-9947-1994-1260203-5
[14] Levy, AB; Mordukhovich, BS, Coderivatives in parametric optimization, Math. Program. Ser. A, 99, 311-327 (2004) · Zbl 1079.90136 · doi:10.1007/s10107-003-0452-0
[15] Li, SJ; Meng, KW; Penot, JP, Calculus rules for derivatives of multimaps, Set Valued Anal., 17, 21-39 (2009) · Zbl 1173.54008 · doi:10.1007/s11228-009-0105-4
[16] Luc, DT, Contingent derivatives of set-valued maps and applications to vector optimization, Math. Program., 50, 99-111 (1991) · Zbl 0718.90080 · doi:10.1007/BF01594928
[17] Meng, KW; Li, SJ, Differential and sensitivity properties of gap functions for Minty vector variational inequalities, J. Math. Anal. Appl., 337, 386-398 (2008) · Zbl 1120.49007 · doi:10.1016/j.jmaa.2007.04.009
[18] Mordukhovich, BS, Generalized differential calculus for nonsmooth and set-valued mappings, J. Math. Anal. Appl., 183, 250-288 (1994) · Zbl 0807.49016 · doi:10.1006/jmaa.1994.1144
[19] Mordukhovich, BS, Variational Analysis and Applications (2018), Switzerland: Springer, Switzerland · Zbl 1402.49003 · doi:10.1007/978-3-319-92775-6
[20] Mordukhovich, BS, Coderivetive analysis of variational systems, J. Glob. Optim., 28, 347-362 (2004) · Zbl 1077.49018 · doi:10.1023/B:JOGO.0000026454.56343.b9
[21] Penot, JP, Higher-order optimality conditions and higher-order tangent sets, SIAM J. Optim., 27, 2508-2527 (2017) · Zbl 1381.49024 · doi:10.1137/16M1100551
[22] Shi, SD, Contingent derivative of the perturbation map in multiobjective optimization, J. Optim. Theory Appl., 70, 385-396 (1991) · Zbl 0743.90092 · doi:10.1007/BF00940634
[23] Sun, XK; Li, SJ, Lower Studniarski derivative of the perturbation map in parametrized vector optimization, Optim. Lett., 5, 601-614 (2011) · Zbl 1254.90220 · doi:10.1007/s11590-010-0223-9
[24] Tanino, T., Sensitivity analysis in multiobjective optimization, J. Optim. Theory Appl., 56, 479-499 (1988) · Zbl 0619.90073 · doi:10.1007/BF00939554
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