Design and Implementation of a Prototype Card Shuffling Machine Using Unified Convergence Analysis Models

This paper presents the design and implementation of an advanced automatic playing card shuffling machine that incorporates various shuffling techniques to effectively scramble cards. In the past, numerous mathematical concepts have been proposed to shuffle a deck of cards in a way that approaches complete randomness. Nevertheless, there has been limited investigation into shuffling machines that utilize these mathematical models. This study concentrates on developing a prototype of a card-shuffling machine that is integrated with a probability function based on the unified convergence analysis. This research transforms the mathematical theory into a practical and functioning shuffler machine as well as micro manipulators for the card input/output system. The proposed prototype has been designed and implemented. The experimental results are impressive and demonstrate the randomness and usefulness of such a shuffling machine.

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Publication Details

Published
2025-08-03
DOI
https://doi.org/10.1109/icma65362.2025.11120660
Primary Topic
Cellular Automata and Applications
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article
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article

Design and Implementation of a Prototype Card Shuffling Machine Using Unified Convergence Analysis Models

Phongchai Nilas, Nilamit Nilas
Cellular Automata and Applications
article

Design and Implementation of a Prototype Card Shuffling Machine Using Unified Convergence Analysis Models

Phongchai Nilas, Nilamit Nilas
article en

Abstract

This paper presents the design and implementation of an advanced automatic playing card shuffling machine that incorporates various shuffling techniques to effectively scramble cards. In the past, numerous mathematical concepts have been proposed to shuffle a deck of cards in a way that approaches complete randomness. Nevertheless, there has been limited investigation into shuffling machines that utilize these mathematical models. This study concentrates on developing a prototype of a card-shuffling machine that is integrated with a probability function based on the unified convergence analysis. This research transforms the mathematical theory into a practical and functioning shuffler machine as well as micro manipulators for the card input/output system. The proposed prototype has been designed and implemented. The experimental results are impressive and demonstrate the randomness and usefulness of such a shuffling machine.

Rajamangala University of Technology Isan (TH), King Mongkut's Institute of Technology Ladkrabang (TH)
Openalex Percentile: Top 77%
Cellular Automata and Applications
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Design and Implementation of a Prototype Card Shuffling Machine Using Unified Convergence Analysis Models — Phongchai Nilas, Nilamit Nilas · (2025) | TGRS Research Map | TGRS