Wings of Functions: Classical to Generalization

The evolution of generalized convexity from 1940 to 2026 has been driven by definitions,not theorems. Convexity is characterized by η(x, u) = x − u and invexity by a generalmap η(x, u) (Hanson, 1981) via f (x) − f (u) ≥ ∇f (u)T η(x, u). Both are sign-basedinequalities and do not provide a computable measure of optimality.In this paper, we introduce the Wings of Functions framework. For f : Rn → Rdifferentiable at u, define structural:1. Map Z(x, u) = η(x, u) + ∆(x, u) with η(u, u) = 0,2. Residual R(x, u) = f (x) − f (u) − ∇f (u)T Z(x, u),3. Closure C(x, u) = |R(x, u)| + ∥∆(x, u)∥.The quadruple (η, ∆, R, C) is called the wings of f at u. A function is said to be Zulfiable[1] if such Z exists. We prove:• If ∆ = 0 and η(x, u) = x − u, then Zulfiability reduces to convexity; if ∆ = 0,it reduces to invexity; thus invexity and convexity are special realizations with∆ = 0,• C(x, u) = 0 ⇐⇒ R(x, u) = 0 and ∆(x, u) = 0,• For ϵ > 0, |C(x, u)| < ϵ provides a Computable Universal Optimality Certificate(CUO).The framework extends to Generalized Zulfiability via Lp-closures Cp(x, u) = (|R(x, u)|p+∥∆(x, u)∥p)1/p for 1 ≤ p < ∞, nested structures η = η0 + ∆η, and operator norms ∥C∥Xin Banach spaces.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-21
DOI
https://doi.org/10.5281/zenodo.22874684
Primary Topic
Optimization and Variational Analysis
Type
article
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Wings of Functions: Classical to Generalization

DR. ZULFIQAR ALI KHAN
Zenodo (CERN European Organization for Nuclear Research)
Optimization and Variational Analysis
article

Wings of Functions: Classical to Generalization

DR. ZULFIQAR ALI KHAN
article en

Abstract

The evolution of generalized convexity from 1940 to 2026 has been driven by definitions,not theorems. Convexity is characterized by η(x, u) = x − u and invexity by a generalmap η(x, u) (Hanson, 1981) via f (x) − f (u) ≥ ∇f (u)T η(x, u). Both are sign-basedinequalities and do not provide a computable measure of optimality.In this paper, we introduce the Wings of Functions framework. For f : Rn → Rdifferentiable at u, define structural:1. Map Z(x, u) = η(x, u) + ∆(x, u) with η(u, u) = 0,2. Residual R(x, u) = f (x) − f (u) − ∇f (u)T Z(x, u),3. Closure C(x, u) = |R(x, u)| + ∥∆(x, u)∥.The quadruple (η, ∆, R, C) is called the wings of f at u. A function is said to be Zulfiable[1] if such Z exists. We prove:• If ∆ = 0 and η(x, u) = x − u, then Zulfiability reduces to convexity; if ∆ = 0,it reduces to invexity; thus invexity and convexity are special realizations with∆ = 0,• C(x, u) = 0 ⇐⇒ R(x, u) = 0 and ∆(x, u) = 0,• For ϵ > 0, |C(x, u)| < ϵ provides a Computable Universal Optimality Certificate(CUO).The framework extends to Generalized Zulfiability via Lp-closures Cp(x, u) = (|R(x, u)|p+∥∆(x, u)∥p)1/p for 1 ≤ p < ∞, nested structures η = η0 + ∆η, and operator norms ∥C∥Xin Banach spaces.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 9%
Optimization and Variational Analysis
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Wings of Functions: Classical to Generalization — DR. ZULFIQAR ALI KHAN · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS