Building Fuzzy Variance Gamma Option Pricing Models with Jump Levy Process

被引:1
作者
Zhang, Huiming [1 ]
Watada, Junzo [2 ]
机构
[1] Waseda Univ, Grad Sch Informat Prod & Syst, 2-7 Hibikino, Kitakyushu, Fukuoka 8080135, Japan
[2] Univ Teknol PETRONAS, Comp & Informat Sci Dept, Seri Iskandar 32610, Perak Darul Rid, Malaysia
来源
INTELLIGENT DECISION TECHNOLOGIES 2017, KES-IDT 2017, PT II | 2018年 / 73卷
关键词
Fuzzy random variable; Levy process; European-style option; Monte Carlo simulation; DIFFUSION-MODEL; ENVIRONMENTS;
D O I
10.1007/978-3-319-59424-8_10
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Option pricing models are at core of financial area, and it includes various uncertain factors, such as the randomness and fuzziness. This paper constructs an jump Levy process by combining option pricing models with fuzzy theory, and it sets the drift, diffusion and trend terms as fuzzy random variable. Then, we adopts a Monte Carlo algorithm for numerical simulation, compares and analyses the variance gamma (VG) option pricing model through a simulation experiment, and determines the VG option pricing model and BS model pricing results. The results indicate that VG option pricing with fuzzy settings is feasible.
引用
收藏
页码:105 / 116
页数:12
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