Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results حسب 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). …"

Reward function related parameters. حسب Honglei Pang (22693724)

الموضوعات:

Listed python codes of our algorithm with explanations (Python 3.9 recommended). حسب Takayuki Niizato (162226)

Python-based Monte Carlo Simulation Tool حسب Yangfan Jiang (9372782)

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

"…<p>Convergence curves of various algorithms under test functions.</p>…"

Comparison of results of algorithms under five standard functions. حسب Kemal Gökhan Nalbant (18858009)

"…<p>Comparison of results of algorithms under five standard functions.</p>…"

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

"…<p>Convergence curves of various algorithms under test functions.</p>…"

<b>Opti2Phase</b>: Python scripts for two-stage focal reducer حسب 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.…"

Convergence results of different dimensional functions under different algorithms. حسب Guilian Feng (18530806)

"…<p>Convergence results of different dimensional functions under different algorithms.</p>…"

The convergence curve of each optimization algorithm under the test function. حسب Hao Yang (328526)

"…<p>The convergence curve of each optimization algorithm under the test function.</p>…"

Convergence curves of three algorithms under different test functions. حسب Jianpeng Zhang (528185)

"…<p>Convergence curves of three algorithms under different test functions.</p>…"

PR curves of three algorithms under different test functions. حسب Jianpeng Zhang (528185)

"…<p>PR curves of three algorithms under different test functions.</p>…"

IGD values of different algorithms under different standard test functions. حسب Jun Sun (48981)

"…<p>IGD values of different algorithms under different standard test functions.</p>…"

Results of 6-unit load dispatch under different algorithms. حسب Wenjing Wang (181404)

Comparison of algorithms in two cases. حسب Yi Tao (178829)

الموضوعات: "…evolutionary genetic algorithm…"

Flow of the NSGA-II algorithm. حسب Yi Tao (178829)

الموضوعات: "…evolutionary genetic algorithm…"

ADT: A Generalized Algorithm and Program for Beyond Born–Oppenheimer Equations of “<i>N</i>” Dimensional Sub-Hilbert Space حسب Koushik Naskar (7510592)

"…In order to overcome such shortcoming, we develop a generalized algorithm, “ADT” to generate the nonadiabatic equations through symbolic manipulation and to construct highly accurate diabatic surfaces for molecular processes involving excited electronic states. …"

Algorithm ranking under different dimensions. حسب Wei Liu (20030)

A Python Package for the Localization of Protein Modifications in Mass Spectrometry Data حسب Anthony S. Barente (14035175)

الموضوعات:

An expectation-maximization algorithm for finding noninvadable stationary states. حسب Robert Marsland (8616483)