id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-12720	Jiang, Yirou; Li, Xi	Automatic Pricing and Replenishment Decision-Making for Vegetable Commodities Based on Bi-directional Long Short-Term Memory Recurrent Neural Networks and Markov Prediction Models	2023	5	.pdf	application/pdf	2418	96	53	Markov prediction model and particle swarm optimisation algorithm BiLSTM is suitable for dealing with long-term dependencies and nonlinear relationships; it can better handle large-scale data and high-dimensional data; it can capture long-term patterns and short-term fluctuations in serial data; Markov predicts that when the cumulative sales at the present moment are known, it can be used to study the sales of a shop at a certain point in the future, which is very practical for solving optimisation models.	cache/ajst-12720.pdf	txt/ajst-12720.txt