A fireworks algorithm based Pi-Sigma neural network (FWA-PSNN) for modelling and forecasting chaotic crude oil price time series

Nayak, Sarat (2020) A fireworks algorithm based Pi-Sigma neural network (FWA-PSNN) for modelling and forecasting chaotic crude oil price time series. EAI Endorsed Transactions on Energy Web.

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Abstract

Capturing the complex correlations among the data on the crude oil price time series is challenging, hence accurate
prediction of it is difficult. Contrast to multilayer artificial neural network, Pi-Sigma neural network (PSNN) is
characterized with stronger approximation ability, fast learning an

Item Type: Article
Date Deposited: 04 Mar 2026 13:26
Last Modified: 12 Apr 2026 00:46
URI: http://eprints.eai.eu/id/eprint/29783

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