/src/quantlib/ql/methods/finitedifferences/utilities/fdmhestongreensfct.cpp
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1 | | /* -*- mode: c++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */ |
2 | | |
3 | | /* |
4 | | Copyright (C) 2014 Klaus Spanderen |
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 | | <http://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 fdmhestongreenfct.cpp |
21 | | \brief Heston Fokker-Planck Green's function |
22 | | */ |
23 | | |
24 | | #include <ql/math/functional.hpp> |
25 | | #include <ql/methods/finitedifferences/meshers/fdmmesher.hpp> |
26 | | #include <ql/methods/finitedifferences/operators/fdmlinearopiterator.hpp> |
27 | | #include <ql/methods/finitedifferences/operators/fdmlinearoplayout.hpp> |
28 | | #include <ql/methods/finitedifferences/utilities/fdmhestongreensfct.hpp> |
29 | | #include <ql/methods/finitedifferences/utilities/squarerootprocessrndcalculator.hpp> |
30 | | #include <ql/processes/hestonprocess.hpp> |
31 | | #include <utility> |
32 | | |
33 | | namespace QuantLib { |
34 | | |
35 | | FdmHestonGreensFct::FdmHestonGreensFct(ext::shared_ptr<FdmMesher> mesher, |
36 | | ext::shared_ptr<HestonProcess> process, |
37 | | FdmSquareRootFwdOp::TransformationType trafoType_, |
38 | | const Real l0) |
39 | 0 | : l0_(l0), mesher_(std::move(mesher)), process_(std::move(process)), trafoType_(trafoType_) {} |
40 | | |
41 | 0 | Array FdmHestonGreensFct::get(Time t, Algorithm algorithm) const { |
42 | |
|
43 | 0 | const Rate r = process_->riskFreeRate()->forwardRate(0, t, Continuous); |
44 | 0 | const Rate q = process_->dividendYield()->forwardRate(0,t, Continuous); |
45 | |
|
46 | 0 | const Real s0 = process_->s0()->value(); |
47 | 0 | const Real v0 = process_->v0(); |
48 | 0 | const Real x0 = std::log(s0) + (r-q-0.5*v0*l0_*l0_)*t; |
49 | |
|
50 | 0 | const Real rho = process_->rho(); |
51 | 0 | const Real theta = process_->theta(); |
52 | 0 | const Real kappa = process_->kappa(); |
53 | 0 | const Real sigma = process_->sigma(); |
54 | |
|
55 | 0 | Array p(mesher_->layout()->size()); |
56 | 0 | for (const auto& iter : *mesher_->layout()) { |
57 | 0 | const Real x = mesher_->location(iter, 0); |
58 | 0 | const Real v = (trafoType_ != FdmSquareRootFwdOp::Log) |
59 | 0 | ? mesher_->location(iter, 1) |
60 | 0 | : std::exp(mesher_->location(iter, 1)); |
61 | |
|
62 | 0 | Real retVal; |
63 | 0 | switch (algorithm) { |
64 | 0 | case ZeroCorrelation: |
65 | 0 | { |
66 | 0 | const Real sd_x = l0_*std::sqrt(v0*t); |
67 | 0 | const Real p_x = M_1_SQRTPI*M_SQRT1_2/sd_x |
68 | 0 | * std::exp(-0.5*squared((x - x0)/sd_x)); |
69 | 0 | const Real p_v = SquareRootProcessRNDCalculator( |
70 | 0 | v0, kappa, theta, sigma).pdf(v, t); |
71 | |
|
72 | 0 | retVal = p_v*p_x; |
73 | 0 | } |
74 | 0 | break; |
75 | 0 | case SemiAnalytical: |
76 | 0 | retVal = process_->pdf(x, v, t, 1e-4); |
77 | 0 | break; |
78 | 0 | case Gaussian: |
79 | 0 | { |
80 | 0 | const Real sd_x = l0_*std::sqrt(v0*t); |
81 | 0 | const Real sd_v = sigma*std::sqrt(v0*t); |
82 | 0 | const Real z0 = v0 + kappa*(theta - v0)*t; |
83 | 0 | retVal = 1.0/(M_TWOPI*sd_x*sd_v*std::sqrt(1-rho*rho)) |
84 | 0 | *std::exp(-( squared((x-x0)/sd_x) |
85 | 0 | + squared((v-z0)/sd_v) |
86 | 0 | - 2*rho*(x-x0)*(v-z0)/(sd_x*sd_v)) |
87 | 0 | /(2*(1-rho*rho)) ); |
88 | 0 | } |
89 | 0 | break; |
90 | 0 | default: |
91 | 0 | QL_FAIL("unknown algorithm"); |
92 | 0 | } |
93 | | |
94 | 0 | switch (trafoType_) { |
95 | 0 | case FdmSquareRootFwdOp::Log: |
96 | 0 | retVal*=v; |
97 | 0 | break; |
98 | 0 | case FdmSquareRootFwdOp::Plain: |
99 | 0 | break; |
100 | 0 | case FdmSquareRootFwdOp::Power: |
101 | 0 | retVal*=std::pow(v, 1.0 - 2*kappa*theta/(sigma*sigma)); |
102 | 0 | break; |
103 | 0 | default: |
104 | 0 | QL_FAIL("unknown transformation type"); |
105 | 0 | } |
106 | | |
107 | 0 | p[iter.index()] = retVal; |
108 | 0 | } |
109 | | |
110 | 0 | return p; |
111 | 0 | } |
112 | | } |