Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results by Se-Hee Jo (20554623)

“…This algorithm conducts a series of procedures: (1) fragmentation of the molecules into functional groups from SMILES, (2) calculation of activity coefficients under predetermined temperature and mole fraction conditions by employing universal quasi-chemical functional group activity coefficient (UNIFAC) model, and (3) regression of NRTL model parameters by employing UNIFAC model simulation results in the differential evolution algorithm (DEA) and Nelder–Mead method (NMM). …”

<b>Opti2Phase</b>: Python scripts for two-stage focal reducer by Morgan Najera (21540776)

“…</li></ul><p dir="ltr">The scripts rely on the following Python packages. Where available, repository links are provided:</p><ol><li><b>NumPy</b>, version 1.22.1</li><li><b>SciPy</b>, version 1.7.3</li><li><b>PyGAD</b>, version 3.0.1 — https://pygad.readthedocs.io/en/latest/#</li><li><b>bees-algorithm</b>, version 1.0.2 — https://pypi.org/project/bees-algorithm</li><li><b>KrakenOS</b>, version 1.0.0.19 — https://github.com/Garchupiter/Kraken-Optical-Simulator</li><li><b>matplotlib</b>, version 3.5.2</li></ol><p dir="ltr">All scripts are modular and organized to reflect the design stages described in the manuscript.…”

Boxplots of TTAO and 7 comparison algorithms on CEC2005 functions. by Yi-Qiang Xia (20161326)

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Performance validation of different algorithms in two benchmark functions. by Wenjing Wang (181404)

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Convergence curves of various algorithms under test functions. by Jiayuan Wang (3765376)

Convergence curves of various algorithms under test functions. by Jiayuan Wang (3765376)

EFGs: A Complete and Accurate Implementation of Ertl’s Functional Group Detection Algorithm in RDKit by Gonzalo Colmenarejo (650249)

“…In this paper, a new RDKit/Python implementation of the algorithm is described, that is both accurate and complete. …”

The algorithm for achieving the research objectives illustrating the process of developing a mathematical model of the braking moment as a function of tire deformation. by Bartosz Wieczorek (8098352)

“…<p>The algorithm for achieving the research objectives illustrating the process of developing a mathematical model of the braking moment as a function of tire deformation.…”

Pseudo-code of MWOA algorithm. by Yi-Qiang Xia (20161326)

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Benchmark test functions. by Ruyi Dong (9038174)

Subjects: “…effective optimization algorithm…”

Description of unimodal benchmark functions. by Yi-Qiang Xia (20161326)

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Description of multimodal benchmark functions. by Yi-Qiang Xia (20161326)

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Algorithm parameters. by Ruyi Dong (9038174)

Subjects: “…effective optimization algorithm…”

FAR-1: A Fast Integer Reduction Algorithm Compared to Collatz and Half-Collatz by Faizan Ali (21689861)

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The initial parameter settings for the corresponding algorithms. by Yi-Qiang Xia (20161326)

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Experimental comparison of MWOA with other algorithms. by Yi-Qiang Xia (20161326)

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Functional fitness test results of different algorithms. by Ling Zhao (111365)

Wilcoxon rank sum test results from MWOA and 7 comparison algorithms on CEC2005 functions. by Yi-Qiang Xia (20161326)

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Convergence curve of MWOA and other traditional algorithms. by Yi-Qiang Xia (20161326)

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High-dimensional benchmark test functions. by Ruyi Dong (9038174)

Subjects: “…effective optimization algorithm…”