A Pre Reactive Constraint Law for Engineered Systems Operating Under Uncertainty

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Authors: Iannis.P.R. Charalambous
Cited by: 2

Abstract

This work introduces a fundamental engineering law governing action under uncertainty in complex engineered systems.The law states that, in systems operating under uncertainty, the influence (authority) exerted on shared state must be proportionally bounded by what is justified at the moment the influence is applied. When justification is exhausted, control is no longer possible and system evolution becomes locked-in.The law applies to systems whose behavior is governed by process evolution, state transitions, timing, or dynamic coupling, and is independent of implementation, scale, or domain within its regime of applicability.This work is theoretical and structural in nature. It does not disclose implementation details, algorithms, software, hardware, or methods of enforcement. Supporting empirical validation and applied embodiments are intentionally excluded and may be subject to separate intellectual property protection.The purpose of this publication is to establish priority and formal definition of the law, clarify its applicability boundaries, and enable correct interpretation without enabling replication.

Fields of Study & Subjects

Systems Engineering Methodologies and Applications Safety Systems Engineering in Autonomy Formal Methods in Verification

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
18 January 2026
Language
EN