Work

Data and code for "An Analysis of Physical, Pseudo-Random and Chaotic Randomness Sources in Nature-Inspired Optimisation"

Year: 2026

Type: dataset

Abstract: Companion data and code for the paper "An Analysis of Physical, Pseudo-Random and Chaotic Randomness Sources in Nature-Inspired Optimisation" (Biomimetics). A wood fire recorded on video is used as a physical entropy source; conditions that differ in one statistical property at a time are compared with PCG64 and with logistic and tent maps in five algorithms (PSO, DE, GWO, GA, ABC) on the CEC2022 suite.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23794078

Authors: Durmuş, Beyzanur, Metin, Zülfiye Beyza, Yavuz, Erdem, Gümüş, Ergün, Özkaynak, Fatih

Language: English

Topic: Metaheuristic Optimization Algorithms Research

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Firat Üniversitesi

OpenAlex ID: W7224826162

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