Chaotic characteristic identification for carbon price and an multi-layer perceptron network prediction model. Issue 8 (15th May 2015)

• Record Type: Journal Article
• Authors: Fan, Xinghua; Li, Shasha; Tian, Lixin
• Is Part Of: Expert systems with applications. Volume 42:Issue 8(2015)
• Page Start: 3945
• Page End: 3952
• Publication Date: 2015-05-15
• Subjects: Expert systems (Computer science) -- Periodicals; Systèmes experts (Informatique) -- Périodiques; Electronic journals; 006.33
• DOI: 10.1016/j.eswa.2014.12.047
• Languages: English
• ISSNs: 0957-4174

Abstract

<abstract xml:lang="en" abstract-type="author-highlights" id="ab005"> <title id="st100">Highlights</title> <sec> <p id="sp005"> <list id="l0005"> <list-item id="u0005"> <label></label> <p id="p0235">Carbon prices are studied from the chaotic point of view.</p> </list-item> <list-item id="u0010"> <label></label> <p id="p0240">Carbon prices are found to be chaotic rather than stochastic.</p> </list-item> <list-item id="u0015"> <label></label> <p id="p0245">The multi-layer perceptron network model is based on reconstructed phase space.</p> </list-item> <list-item id="u0020"> <label></label> <p id="p0250">The MLP model possesses good performance in both level and directional measurement.</p> </list-item> </list> </p> </sec> </abstract>