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Infinite Alternative Theorems and Nonsmooth Constraint Qualification Conditions

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Abstract

In this paper, some infinite alternative theorems in locally convex vector spaces are proved and some applications of these theorems in optimization theory are addressed. Extensions of constraint qualification conditions, in the absence of differentiability using Clarke’s generalized gradient and Mordukhovich’s subdifferential, in Banach and Asplund spaces are introduced; and relationships between them are established. Some of these relations, are proved using the provided alternative theorems.

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References

  1. Bao, T.Q., Mordukhovich, B.S.: Relative Pareto minimizers for multiobjective problems: existence and optimality conditions. Math. Program. 122, 101–138 (2010)

    Article  MathSciNet  Google Scholar 

  2. Bazaraa, M.S., Sherali, H.D., Shetty, C.M.: Nonlinear Programming: Theory and Algorithms, 2nd edn. Wiley, New York (1993)

    MATH  Google Scholar 

  3. Clarke, F.H., Ledyaev, Y.S., Stern, R.J., Wolenski, P.R.: Nonsmooth Analysis and Control Theory. Springer, New York (1998)

    MATH  Google Scholar 

  4. Conway, J.B.: A Course in Functional Analysis. Springer, New York (1985)

    MATH  Google Scholar 

  5. Goberna, M.A., López, M.A.: Linear Semi-infinite Optimization. Wiley, New York (1998)

    MATH  Google Scholar 

  6. Leibowitz, G.M.: Lectures on Complex Function Algebras. Scott, Foresman and Company, Illinois (1970)

    MATH  Google Scholar 

  7. Mangasarian, O.L.: Nonlinear Programming. McGraw-Hill, New York (1969)

    MATH  Google Scholar 

  8. Mordukhovich, B.S.: Maximum principle in problems of time optimal control with nonsmooth constraints. J. Appl. Math. Mech. 40, 960–969 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  9. Mordukhovich, B.S.: Variations Analysis and Generalized Differentiation, I: Basic Theory. Springer, Grundlehren Series (Fundamental Principles of Mathematical Sciences), vol. 330. Springer, Grundlehren (2006)

  10. Mordukhovich, B.S.: Variations Analysis and Generalized Differentiation, II: Applications. Springer, Grundlehren Series (Fundamental Principles of Mathematical Sciences), vol. 331. Springer, Grundlehren (2006)

  11. Rudin, W.: Functional Analysis. McGraw-Hill, Singapore (1991)

    MATH  Google Scholar 

  12. Soleimani-damaneh, M.: Characterization of nonsmooth quasiconvex and pseudoconvex functions. J. Math. Anal. Appl. 330, 1387–1392 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  13. Soleimani-damaneh, M.: Infinite (semi-infinite) problems to characterize the optimality of nonlinear optimization problems. Eur. J. Oper. Res. 188(1), 49–56 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  14. Soleimani-damaneh, M.: Generalized invexity in separable Hilbert spaces. Topology 48, 66–79 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  15. Soleimani-damaneh, M.: On generalized convexity in Asplund spaces. Nonlinear Anal. 70, 3072–3075 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  16. Soleimani-damaneh, M.: Optimality and invexity in optimization problems in Banach algebras (spaces). Nonlinear Anal. 71, 5522–5530 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  17. Soleimani-damaneh, M.: Nonsmooth optimization using Mordukhovich’s subdifferential. SIAM J. Control Optim. 48, 3403–3432 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  18. Soleimani-damaneh, M.: An optimization modelling for string selection in molecular biology using Pareto optimality. Appl. Math. Model. 35, 3887–3892 (2011)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Majid Soleimani-damaneh.

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This research was in part supported by a grant from IPM (No. 90260124).

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Asadi, M.B., Soleimani-damaneh, M. Infinite Alternative Theorems and Nonsmooth Constraint Qualification Conditions. Set-Valued Var. Anal 20, 551–566 (2012). https://doi.org/10.1007/s11228-012-0211-6

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  • DOI: https://doi.org/10.1007/s11228-012-0211-6

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