A Class of Interaction Optimization Problems

In this paper, we introduce a class of interaction optimization problems in whichoptimality is generated through balance interaction among coupled components. Theproposed interaction optimization structure is formulated asminu∈X L1(u)subject toL2(u) ≥ α, L3(u) ≥ β,where the optimization structure is governed through interaction balance among coupledcomponents. Under differentiable Zulfia invexity and coupled mapping structures, weestablish the Balance KKT conditions as interaction optimality principle for interaction-generated optimization structures. We further show that classical optimization togetherwith the Kuhn-Tucker conditions are recovered as limiting cases when the interactionbalance components become inactive.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-27
DOI
https://doi.org/10.5281/zenodo.23679012
Primary Topic
Optimization and Variational Analysis
Type
article
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article

A Class of Interaction Optimization Problems

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

A Class of Interaction Optimization Problems

DR. ZULFIQAR ALI KHAN
article en

Abstract

In this paper, we introduce a class of interaction optimization problems in whichoptimality is generated through balance interaction among coupled components. Theproposed interaction optimization structure is formulated asminu∈X L1(u)subject toL2(u) ≥ α, L3(u) ≥ β,where the optimization structure is governed through interaction balance among coupledcomponents. Under differentiable Zulfia invexity and coupled mapping structures, weestablish the Balance KKT conditions as interaction optimality principle for interaction-generated optimization structures. We further show that classical optimization togetherwith the Kuhn-Tucker conditions are recovered as limiting cases when the interactionbalance components become inactive.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 14%
Optimization and Variational Analysis
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