Efficiency and Duality for Roughly B-invex Multi-objective Fractional Programming
In this paper, we are concerned with efficiency conditions and duality results for nondif ferentiable multi-objective fractional programming. Necessary conditions are established for multi-objective fractional programming in which the involved functions are locally Lipschitz. Further, the sufficient conditions are established for the considered problem under the concept of locally Lipschitz roughly B-invexity. Furthermore, the Schaible dual problem is defined for the considered multi-objective fractional programming and several duality theorems are also established under locally Lipschitz roughly B-invexity.
Authors
- Tarek Emam (ORCID: https://orcid.org/0000-0003-1136-6529)
Publication Details
- Journal
- Asian-European Journal of Mathematics
- Published
- 2026-09-11
- DOI
- https://doi.org/10.1142/s1793557126501214
- Primary Topic
- Optimization and Variational Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00