Stochastic Zulfia Invexity in Mathematical Programming

In this paper Stochastic Zulfia Invexity is introduced for single objective stochastic pro-gramming. The stochastic kernel η(y, x∗, ω) is required to satisfy a stochastic Zulfia conditionof order two. It is shown that Karush-Kuhn-Tucker conditions are sufficient for global opti-mality without convexity assumptions. Deterministic Zulfia invexity is obtained for |Ω| = 1and Hanson invexity is obtained as limiting case κ → ∞. Fractional, Pareto and nonsmoothextensions are indicated as research directions.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-18
DOI
https://doi.org/10.5281/zenodo.22830685
Primary Topic
Risk and Portfolio Optimization
Type
article
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Stochastic Zulfia Invexity in Mathematical Programming

DR. ZULFIQAR ALI KHAN, Sabir Ali Siddiqui
Zenodo (CERN European Organization for Nuclear Research)
Risk and Portfolio Optimization
article

Stochastic Zulfia Invexity in Mathematical Programming

DR. ZULFIQAR ALI KHAN, Sabir Ali Siddiqui
article en

Abstract

In this paper Stochastic Zulfia Invexity is introduced for single objective stochastic pro-gramming. The stochastic kernel η(y, x∗, ω) is required to satisfy a stochastic Zulfia conditionof order two. It is shown that Karush-Kuhn-Tucker conditions are sufficient for global opti-mality without convexity assumptions. Deterministic Zulfia invexity is obtained for |Ω| = 1and Hanson invexity is obtained as limiting case κ → ∞. Fractional, Pareto and nonsmoothextensions are indicated as research directions.

Zenodo (CERN European Organization for Nuclear Research)
Marymount University (US)
Openalex Percentile: Top 6%
Risk and Portfolio Optimization
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