Zulfiability as a Structural Origin of Generalized Function Classes

AbstractThis paper introduces Zulfiability as a structural origin arising from a prim-itive transformation mapping Z(x, u), rather than as a generalization of convexlike functions. The central object is a mapping that governs admissible structuraltransitions between points. Under this formulation, the inequalityf (x) − f (u) ≥ ∇f (u)T Z(x, u)is interpreted as a fundamental structural relation from which known functionclasses emerge.The mapping Z(x, u) admits a decompositionZ(x, u) = η(x, u) + ∆(x, u),which reveals an internal hierarchy of structure: invexity appears as a lower projec-tion (∆ = 0), while convexity arises as a further reduction η(x, u) = x − u. Nonzerostructural components generate richer function classes beyond classical frameworks.This perspective establishes Zulfiability as an origin layer connecting directionalreductions and structural closures, providing a unified transformation-based foun-dation for optimality, sufficiency, and duality

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-03
DOI
https://doi.org/10.5281/zenodo.21764900
Primary Topic
Advanced Optimization Algorithms Research
Type
article
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article

Zulfiability as a Structural Origin of Generalized Function Classes

DR. ZULFIQAR ALI KHAN
Zenodo (CERN European Organization for Nuclear Research)
Advanced Optimization Algorithms Research
article

Zulfiability as a Structural Origin of Generalized Function Classes

DR. ZULFIQAR ALI KHAN
article en

Abstract

AbstractThis paper introduces Zulfiability as a structural origin arising from a prim-itive transformation mapping Z(x, u), rather than as a generalization of convexlike functions. The central object is a mapping that governs admissible structuraltransitions between points. Under this formulation, the inequalityf (x) − f (u) ≥ ∇f (u)T Z(x, u)is interpreted as a fundamental structural relation from which known functionclasses emerge.The mapping Z(x, u) admits a decompositionZ(x, u) = η(x, u) + ∆(x, u),which reveals an internal hierarchy of structure: invexity appears as a lower projec-tion (∆ = 0), while convexity arises as a further reduction η(x, u) = x − u. Nonzerostructural components generate richer function classes beyond classical frameworks.This perspective establishes Zulfiability as an origin layer connecting directionalreductions and structural closures, providing a unified transformation-based foun-dation for optimality, sufficiency, and duality

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 8%
Advanced Optimization Algorithms Research
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