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Ingeniería
Print version ISSN 0121-750X
Abstract
FIGUEROA-GARCIA, Juan Carlos and TENJO-GARCIA, Jhoan Sebastian. FRand: MATLAB Toolbox for Fuzzy Random Number Simulation. ing. [online]. 2020, vol.25, n.1, pp.38-49. ISSN 0121-750X. https://doi.org/10.14483/23448393.15620.
Context:
This paper presents a MATLAB code implementation and the GUI (General User Interface) for fuzzy random variable generation. Based on previous theoretical results and applications, a MATLAB toolbox has been developed and tested for selected membership functions.
Method:
A two-step methodology was used: i) a MATLAB toolbox was implemented to be used as interface and ii) all .m functions are available to be used as normal code. The main goal is to provide graphical and code-efficient tools to users.
Results:
The main obtained results are the MATLAB GUI and code. In addition, some experiments were ran to evaluate its capabilities and some randomness statistical tests were successfully performed.
Conclusions:
Satisfactory results were obtained from the implementation of the MATLAB code/toolbox. All randomness tests were accepted and all performed experiments shown stability of the toolbox even for large samples (>10.000). Also, the code/toolbox are available online.
Keywords : Fuzzy random numbers; Random number generation; MATLAB..