/src/quantlib/ql/pricingengines/vanilla/hestonexpansionengine.hpp
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1 | | /* -*- mode: c++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */ |
2 | | |
3 | | /* |
4 | | Copyright (C) 2014 Fabien Le Floc'h |
5 | | |
6 | | This file is part of QuantLib, a free-software/open-source library |
7 | | for financial quantitative analysts and developers - http://quantlib.org/ |
8 | | |
9 | | QuantLib is free software: you can redistribute it and/or modify it |
10 | | under the terms of the QuantLib license. You should have received a |
11 | | copy of the license along with this program; if not, please email |
12 | | <quantlib-dev@lists.sf.net>. The license is also available online at |
13 | | <https://www.quantlib.org/license.shtml>. |
14 | | |
15 | | This program is distributed in the hope that it will be useful, but WITHOUT |
16 | | ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS |
17 | | FOR A PARTICULAR PURPOSE. See the license for more details. |
18 | | */ |
19 | | |
20 | | /*! \file hestonexpansionengine.hpp |
21 | | \brief analytic Heston expansion engine |
22 | | */ |
23 | | |
24 | | #ifndef quantlib_heston_expansion_engine_hpp |
25 | | #define quantlib_heston_expansion_engine_hpp |
26 | | |
27 | | #include <ql/pricingengines/genericmodelengine.hpp> |
28 | | #include <ql/models/equity/hestonmodel.hpp> |
29 | | #include <ql/instruments/vanillaoption.hpp> |
30 | | |
31 | | namespace QuantLib { |
32 | | |
33 | | //! Heston-model engine for European options based on analytic expansions |
34 | | /*! References: |
35 | | |
36 | | M Forde, A Jacquier, R Lee, The small-time smile and term |
37 | | structure of implied volatility under the Heston model |
38 | | SIAM Journal on Financial Mathematics, 2012 - SIAM |
39 | | |
40 | | M Lorig, S Pagliarani, A Pascucci, Explicit implied vols for |
41 | | multifactor local-stochastic vol models |
42 | | arXiv preprint arXiv:1306.5447v3, 2014 - arxiv.org |
43 | | |
44 | | \ingroup vanillaengines |
45 | | */ |
46 | | class HestonExpansionEngine |
47 | | : public GenericModelEngine<HestonModel, |
48 | | VanillaOption::arguments, |
49 | | VanillaOption::results> { |
50 | | public: |
51 | | enum HestonExpansionFormula { LPP2, LPP3, Forde }; |
52 | | |
53 | | HestonExpansionEngine(const ext::shared_ptr<HestonModel>& model, |
54 | | HestonExpansionFormula formula); |
55 | | |
56 | | void calculate() const override; |
57 | | |
58 | | private: |
59 | | const HestonExpansionFormula formula_; |
60 | | }; |
61 | | |
62 | | /*! Interface to represent some Heston expansion formula. |
63 | | During calibration, it would typically be initialized once per |
64 | | implied volatility surface slice, then calls for each surface |
65 | | strike to impliedVolatility(strike, forward) would be |
66 | | performed. |
67 | | */ |
68 | | class HestonExpansion { |
69 | | public: |
70 | 0 | virtual ~HestonExpansion() = default; |
71 | | virtual Real impliedVolatility(Real strike, Real forward) const = 0; |
72 | | }; |
73 | | |
74 | | /*! Lorig Pagliarani Pascucci expansion of order-2 for the Heston model. |
75 | | During calibration, it can be initialized once per expiry, and |
76 | | called many times with different strikes. The formula is also |
77 | | available in the Mathematica notebook from the authors at |
78 | | http://explicitsolutions.wordpress.com/ |
79 | | */ |
80 | | class LPP2HestonExpansion : public HestonExpansion { |
81 | | public: |
82 | | LPP2HestonExpansion(Real kappa, Real theta, Real sigma, Real v0, Real rho, Real term); |
83 | | Real impliedVolatility(Real strike, Real forward) const override; |
84 | | |
85 | | private: |
86 | | Real coeffs[3]; |
87 | | Real ekt, e2kt, e3kt, e4kt; |
88 | | Real z0(Real t, Real kappa, Real theta, |
89 | | Real delta, Real y, Real rho) const; |
90 | | Real z1(Real t, Real kappa, Real theta, |
91 | | Real delta, Real y, Real rho) const; |
92 | | Real z2(Real t, Real kappa, Real theta, |
93 | | Real delta, Real y, Real rho) const; |
94 | | }; |
95 | | |
96 | | /*! Lorig Pagliarani Pascucci expansion of order-3 for the Heston model. |
97 | | During calibration, it can be initialized once per expiry, and |
98 | | called many times with different strikes. The formula is also |
99 | | available in the Mathematica notebook from the authors at |
100 | | http://explicitsolutions.wordpress.com/ |
101 | | */ |
102 | | class LPP3HestonExpansion : public HestonExpansion{ |
103 | | public: |
104 | | LPP3HestonExpansion(Real kappa, Real theta, Real sigma, Real v0, Real rho, Real term); |
105 | | Real impliedVolatility(Real strike, Real forward) const override; |
106 | | |
107 | | private: |
108 | | Real coeffs[4]; |
109 | | Real ekt, e2kt, e3kt, e4kt; |
110 | | Real z0(Real t, Real kappa, Real theta, |
111 | | Real delta, Real y, Real rho) const; |
112 | | Real z1(Real t, Real kappa, Real theta, |
113 | | Real delta, Real y, Real rho) const; |
114 | | Real z2(Real t, Real kappa, Real theta, |
115 | | Real delta, Real y, Real rho) const; |
116 | | Real z3(Real t, Real kappa, Real theta, |
117 | | Real delta, Real y, Real rho) const; |
118 | | }; |
119 | | |
120 | | /*! Small-time expansion from |
121 | | "The small-time smile and term structure of implied volatility |
122 | | under the Heston model" M Forde, A Jacquier, R Lee - SIAM |
123 | | Journal on Financial Mathematics, 2012 - SIAM |
124 | | */ |
125 | | class FordeHestonExpansion : public HestonExpansion { |
126 | | public: |
127 | | FordeHestonExpansion(Real kappa, Real theta, Real sigma, Real v0, Real rho, Real term); |
128 | | Real impliedVolatility(Real strike, Real forward) const override; |
129 | | |
130 | | private: |
131 | | Real coeffs[5]; |
132 | | }; |
133 | | |
134 | | } |
135 | | |
136 | | |
137 | | #endif |