What question did this study set out to answer?

The aim is to develop a framework that addresses NP-hard problems using topological methods and QSI.

April 5, 2026Open Access

Topological Dynamics and Quantum Spatial Interference (QSI) for NP-Hard Problems

Key Points

The aim is to develop a framework that addresses NP-hard problems using topological methods and QSI.
Introduced continuous topological framework for NP-hard problems.
Utilized Quantum Spatial Interference for problem-solving.
Replaced discrete combinatorial search with continuous geometric evolution.
Demonstrated the effectiveness of the continuous model in addressing NP-hard challenges.
Indicated improvements over traditional combinatorial approaches.

Abstract

"We introduce a continuous topological framework for NP-hard problems using Quantum Spatial Interference (QSI) and energy-based dynamics. The model replaces discrete combinatorial search with continuous geometric evolution."

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Cite This Study

Ahmed Salemkour (Fri,) studied this question.

synapsesocial.com/papers/69d1fdb0a79560c99a0a3e2c https://doi.org/https://doi.org/10.5281/zenodo.19398122