What question did this study set out to answer?

This research aims to compare the performance and reliability of Linear Congruential Generators (LCG) and Combined Linear Congruential Generators (CLCG).

February 2, 2026Chaos and fractals.Open Access

A Comparative Performance Analysis of Linear Congruential and Combined Linear Congruential Generators

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This research aims to compare the performance and reliability of Linear Congruential Generators (LCG) and Combined Linear Congruential Generators (CLCG).
Implemented simulation environment in Python
Conducted visual distribution analysis using histograms and scatter plots
Performed statistical fitness tests including Chi-Square and autocorrelation
Measured computational efficiency based on execution speed
LCG is approximately 2.1 times faster than CLCG
LCG shows a lattice structure leading to correlation errors
CLCG achieves a p-value of 0.92 in the Chi-Square test indicating excellent uniformity
CLCG offers minimized sequential dependency compared to LCG

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Implication

Comparative analysis evaluates randomness quality in linear congruential generators, suggesting CLCG for precision.

Cite This Study

Eldoğan et al. (2026) studied this question.

synapsesocial.com/papers/6980fd3cc1c9540dea80f0c4 https://doi.org/10.69882/adba.chf.2026014

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A Comparative Performance Analysis of Linear Congruential and Combined Linear Congruential Generators

Key Points

Discussion

Implication

Cite This Study

A Comparative Performance Analysis of Linear Congruential and Combined Linear Congruential Generators

Key Points

Discussion

Implication

Cite This Study

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