Skip to main content
Log in

First- and second-order optimality conditions for multiobjective fractional programming

  • Original Paper
  • Published:
TOP Aims and scope Submit manuscript

An Erratum to this article was published on 25 March 2015

Abstract

We consider nonsmooth multiobjective fractional programming on normed spaces. Using first- and second-order approximations as generalized derivatives, first- and second-order optimality conditions are established. Unlike the existing results, we avoid completely convexity assumptions. Our results can be applied even in infinite-dimensional cases, involving non-Lipschitz maps.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bao TQ, Gupta P, Mordukhovich BS (2007) Necessary conditions in multiobjective optimization with equilibrium constraints. J Optim Theory Appl 135:179–203

    Article  Google Scholar 

  • Bector CR, Chandra S, Husain I (1993) Optimality conditions and duality in subdifferentiable multiobjective fractional programming. J Optim Theory Appl 79:105–125

    Article  Google Scholar 

  • Borwein JM (1976) Fractional programming without differentiability. Math Prog 11:283–290

    Article  Google Scholar 

  • Cambini R, Carosi L, Schaible S (2005) Duality in fractional programming problems with set constraints. In: Eberhard A, Hadjisavvas N, Luc DT (eds) Nonconvex optimization and its applications. Springer, Berlin, pp 147–160

    Google Scholar 

  • Chinchuluun A, Yuan DH, Pardalos PM (2007) Optimality conditions and duality for nondifferentiable multiobjective fractional programming with generalized convexity. Ann Oper Res 154:133–147

    Article  Google Scholar 

  • Husain I, Jabeen Z (2005) On fractional programming containing support functions. J Appl Math Comp 18:361–376

    Article  Google Scholar 

  • Jourani A, Thibault L (1993) Approximations and metric regularity in mathematical programming in Banach spaces. Math Oper Res 18:390–400

    Article  Google Scholar 

  • Khanh PQ, Tung NM (2014) First and second-order optimality conditions without differentiability in multivalued vector optimization, submitted for publication

  • Khanh PQ, Tuan ND (2006) First and second-order optimality conditions using approximations for nonsmooth vector optimization in Banach spaces. J Optim Theory Appl 136:238–265

    Google Scholar 

  • Khanh PQ, Tuan ND (2008) First and second-order approximations as derivatives of mappings in optimality conditions for nonsmooth vector optimization. Appl Math Optim 58:147–166

    Article  Google Scholar 

  • Khanh PQ, Tuan ND (2009) Optimality conditions using approximations for nonsmooth vector optimization problems under general inequality constraints. J Convex Anal 16:169–186

    Google Scholar 

  • Khanh PQ, Tuan ND (2011) Corrigendum to “Optimality conditions using approximations for nonsmooth vector optimization problems under general inequality constraints”. J Convex Anal 18:897–901

    Google Scholar 

  • Khanh PQ, Tung NM (2014) First and second-order optimality conditions without differentiability in multivalued vector optimization, submitted for publication

  • Kim DS, Kim MH, Lee GM (2005) On optimality and duality for nonsmooth multiobjective fractional optimization problems. Nonlinear Anal 63:1867–1876

    Article  Google Scholar 

  • Kuk H, Lee GM, Tanino T (2001) Optimality and duality for nonsmooth multiobjective fractional programming with generalized invexity. J Math Anal Appl 262:365–375

    Article  Google Scholar 

  • Liang ZA, Huang HX, Pardalos PM (2001) Optimality conditions and duality for a class of nonlinear fractional programming problems. J Optim Theory Appl 110:611–619

    Article  Google Scholar 

  • Liu S, Feng E (2007) Optimality conditions and duality for a class of nondifferentiable multi-objective fractional programming problems. J Global Optim 38:653–666

    Article  Google Scholar 

  • Lyall V, Suneja S, Agarwal S (1997) Optimality and duality in fractional programming involving semilocally convex and related functions. Optimization 41:237–255

    Article  Google Scholar 

  • Mishra SK (1997) Second order generalized invexity and duality in mathematical programming. Optimization 42:51–69

    Article  Google Scholar 

  • Nobakhtian S (2008) Optimality and duality for nonsmooth multiobjective fractional programming with mixed constraints. J Global Optim 41:103–115

    Article  Google Scholar 

  • Penot JP (2000) Recent advances on second-order optimality conditions. In: Nguyen VH, Strodiot JJ, Tossings P (eds) Optimization. Springer, Berlin, pp 357–380

    Chapter  Google Scholar 

  • Reedy LV, Mukherjee RN (2001) Second order necessary conditions for fractional programming. Indian J Pure Appl Math 32:485–491

    Google Scholar 

  • Schaible S (1982) Fractional programming. Z Oper Res 27:39–45

    Google Scholar 

  • Schaible S (1982) Bibliography in fractional programming. Z Oper Res 26:211–241

    Google Scholar 

  • Schaible S (1995) Fractional programming. In: Horst R, Pardalos PM (eds) Handbook of global optimization. Kluwer Academic, Dordrecht, pp 495–608

    Chapter  Google Scholar 

  • Singh C (1981) Optimality conditions in fractional programming. J Optim Theory Appl 33:287–294

    Article  Google Scholar 

  • Singh C (1986) Nondifferentiable fractional programming with Hanson–Mond classes of functions. J Optim Theory Appl 49:431–447

    Article  Google Scholar 

  • Soleimani-Damaneh M (2008) Optimality conditions for nonsmooth fractional multiple objective programming. Nonlinear Anal 68:2873–2878

    Article  Google Scholar 

  • Stancu-Minasian IM (2006) A sixth bibliography of fractional programming. Optimization 55:405–428

    Article  Google Scholar 

  • Zalmai GJ (2006) Generalized \((\eta, \rho )\)-invex functions and global semiparametric sufficient efficiency conditions for multiobjective fractional programming problems containing arbitrary norms. J Global Optim 36:237–282

    Article  Google Scholar 

Download references

Acknowledgments

This work was supported by National Foundation for Science and Technology Development (NAFOSTED). A part of it was completed when the authors stayed as research visitors at Vietnam Institute for Advanced Study in Mathematics (VIASM), whose hospitality is gratefully acknowledged. The second author is supported partially also by Cantho University. The authors are much indebted to the anonymous referees for their valuable remarks and suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to L. T. Tung.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Khanh, P.Q., Tung, L.T. First- and second-order optimality conditions for multiobjective fractional programming. TOP 23, 419–440 (2015). https://doi.org/10.1007/s11750-014-0347-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11750-014-0347-7

Keywords

Mathematics Subject Classfication

Navigation