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September 10, 2025Desimal Jurnal MatematikaOpen Access

Fuzzy time series markov chain and discrete-time markov chain analysis of export gonggong in Batam

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Authors

AAAndini Setyo AnggraeniSSSabarinsyah SabarinsyahNHNahrul Hayati

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Overview

Analysis reveals Gonggong export trends in Batam City using fuzzy time series and discrete-time markov chain methods.

Key Points

  • Gonggong exports in Batam will likely stabilize, with a predicted low export size of about 6,170 kg in July 2024.
  • FTMC and DTMC methods show similar export trends, indicating a probability of 39.99% for low exports in December 2024.
  • The study divided data into various states to analyze and forecast export sizes for the upcoming months.
  • Results highlight the need for deeper research to understand export fluctuations of this economically valuable commodity.

Cite This Study

Anggraeni et al. (2025) studied this question.

synapsesocial.com/papers/68c183f09b7b07f3a060f9ffhttps://doi.org/10.24042/djm.v8i1.26494
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