/src/quantlib/ql/methods/finitedifferences/operators/fdmhestonhullwhiteop.cpp
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1 | | /* -*- mode: c++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */ |
2 | | |
3 | | /* |
4 | | Copyright (C) 2008 Andreas Gaida |
5 | | Copyright (C) 2008 Ralph Schreyer |
6 | | Copyright (C) 2008, 2011 Klaus Spanderen |
7 | | |
8 | | This file is part of QuantLib, a free-software/open-source library |
9 | | for financial quantitative analysts and developers - http://quantlib.org/ |
10 | | |
11 | | QuantLib is free software: you can redistribute it and/or modify it |
12 | | under the terms of the QuantLib license. You should have received a |
13 | | copy of the license along with this program; if not, please email |
14 | | <quantlib-dev@lists.sf.net>. The license is also available online at |
15 | | <https://www.quantlib.org/license.shtml>. |
16 | | |
17 | | This program is distributed in the hope that it will be useful, but WITHOUT |
18 | | ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS |
19 | | FOR A PARTICULAR PURPOSE. See the license for more details. |
20 | | */ |
21 | | |
22 | | #include <ql/methods/finitedifferences/meshers/fdmmesher.hpp> |
23 | | #include <ql/methods/finitedifferences/operators/fdmhestonhullwhiteop.hpp> |
24 | | #include <ql/methods/finitedifferences/operators/fdmlinearoplayout.hpp> |
25 | | #include <ql/methods/finitedifferences/operators/secondderivativeop.hpp> |
26 | | #include <ql/methods/finitedifferences/operators/secondordermixedderivativeop.hpp> |
27 | | #include <ql/models/shortrate/onefactormodels/hullwhite.hpp> |
28 | | #include <utility> |
29 | | |
30 | | namespace QuantLib { |
31 | | |
32 | | FdmHestonHullWhiteEquityPart::FdmHestonHullWhiteEquityPart( |
33 | | const ext::shared_ptr<FdmMesher>& mesher, |
34 | | ext::shared_ptr<HullWhite> hwModel, |
35 | | ext::shared_ptr<YieldTermStructure> qTS) |
36 | 0 | : x_(mesher->locations(2)), varianceValues_(0.5 * mesher->locations(1)), |
37 | 0 | dxMap_(FirstDerivativeOp(0, mesher)), |
38 | 0 | dxxMap_(SecondDerivativeOp(0, mesher).mult(0.5 * mesher->locations(1))), mapT_(0, mesher), |
39 | 0 | hwModel_(std::move(hwModel)), mesher_(mesher), qTS_(std::move(qTS)) { |
40 | | |
41 | | // on the boundary s_min and s_max the second derivative |
42 | | // d²V/dS² is zero and due to Ito's Lemma the variance term |
43 | | // in the drift should vanish. |
44 | 0 | for (const auto& iter : *mesher_->layout()) { |
45 | 0 | if ( iter.coordinates()[0] == 0 |
46 | 0 | || iter.coordinates()[0] == mesher_->layout()->dim()[0]-1) { |
47 | 0 | varianceValues_[iter.index()] = 0.0; |
48 | 0 | } |
49 | 0 | } |
50 | 0 | volatilityValues_ = Sqrt(2*varianceValues_); |
51 | 0 | } |
52 | | |
53 | 0 | void FdmHestonHullWhiteEquityPart::setTime(Time t1, Time t2) { |
54 | 0 | const ext::shared_ptr<OneFactorModel::ShortRateDynamics> dynamics = |
55 | 0 | hwModel_->dynamics(); |
56 | |
|
57 | 0 | const Real phi = 0.5*( dynamics->shortRate(t1, 0.0) |
58 | 0 | + dynamics->shortRate(t2, 0.0)); |
59 | |
|
60 | 0 | const Rate q = qTS_->forwardRate(t1, t2, Continuous).rate(); |
61 | |
|
62 | 0 | mapT_.axpyb(x_+phi-varianceValues_-q, dxMap_, dxxMap_, Array()); |
63 | 0 | } |
64 | | |
65 | 0 | const TripleBandLinearOp& FdmHestonHullWhiteEquityPart::getMap() const { |
66 | 0 | return mapT_; |
67 | 0 | } |
68 | | |
69 | | FdmHestonHullWhiteOp::FdmHestonHullWhiteOp(const ext::shared_ptr<FdmMesher>& mesher, |
70 | | const ext::shared_ptr<HestonProcess>& hestonProcess, |
71 | | const ext::shared_ptr<HullWhiteProcess>& hwProcess, |
72 | | Real equityShortRateCorrelation) |
73 | 0 | : v0_(hestonProcess->v0()), kappa_(hestonProcess->kappa()), theta_(hestonProcess->theta()), |
74 | 0 | sigma_(hestonProcess->sigma()), rho_(hestonProcess->rho()), |
75 | 0 | hwModel_(ext::make_shared<HullWhite>( |
76 | 0 | hestonProcess->riskFreeRate(), hwProcess->a(), hwProcess->sigma())), |
77 | | hestonCorrMap_( |
78 | 0 | SecondOrderMixedDerivativeOp(0, 1, mesher).mult(rho_ * sigma_ * mesher->locations(1))), |
79 | | equityIrCorrMap_( |
80 | 0 | SecondOrderMixedDerivativeOp(0, 2, mesher) |
81 | 0 | .mult(Sqrt(mesher->locations(1)) * hwProcess->sigma() * equityShortRateCorrelation)), |
82 | 0 | dyMap_(SecondDerivativeOp(1U, mesher) |
83 | 0 | .mult(0.5 * sigma_ * sigma_ * mesher->locations(1)) |
84 | 0 | .add(FirstDerivativeOp(1, mesher).mult(kappa_ * (theta_ - mesher->locations(1))))), |
85 | 0 | dxMap_(mesher, hwModel_, hestonProcess->dividendYield().currentLink()), |
86 | 0 | hullWhiteOp_(mesher, hwModel_, 2) { |
87 | |
|
88 | 0 | QL_REQUIRE( equityShortRateCorrelation*equityShortRateCorrelation |
89 | 0 | + hestonProcess->rho()*hestonProcess->rho() <= 1.0, |
90 | 0 | "correlation matrix has negative eigenvalues"); |
91 | 0 | } |
92 | | |
93 | 0 | void FdmHestonHullWhiteOp::setTime(Time t1, Time t2) { |
94 | 0 | dxMap_.setTime(t1, t2); |
95 | 0 | hullWhiteOp_.setTime(t1, t2); |
96 | 0 | } |
97 | | |
98 | 0 | Size FdmHestonHullWhiteOp::size() const { |
99 | 0 | return 3; |
100 | 0 | } |
101 | | |
102 | 0 | Array FdmHestonHullWhiteOp::apply(const Array& u) const { |
103 | 0 | return dyMap_.apply(u) + dxMap_.getMap().apply(u) |
104 | 0 | + hullWhiteOp_.apply(u) |
105 | 0 | + hestonCorrMap_.apply(u) + equityIrCorrMap_.apply(u); |
106 | 0 | } |
107 | | |
108 | | Array FdmHestonHullWhiteOp::apply_direction(Size direction, |
109 | 0 | const Array& r) const { |
110 | 0 | if (direction == 0) |
111 | 0 | return dxMap_.getMap().apply(r); |
112 | 0 | else if (direction == 1) |
113 | 0 | return dyMap_.apply(r); |
114 | 0 | else if (direction == 2) |
115 | 0 | return hullWhiteOp_.apply(r); |
116 | 0 | else |
117 | 0 | QL_FAIL("direction too large"); |
118 | 0 | } |
119 | | |
120 | 0 | Array FdmHestonHullWhiteOp::apply_mixed(const Array& r) const { |
121 | 0 | return hestonCorrMap_.apply(r) + equityIrCorrMap_.apply(r); |
122 | 0 | } |
123 | | |
124 | | Array FdmHestonHullWhiteOp::solve_splitting(Size direction, const Array& r, |
125 | 0 | Real a) const { |
126 | 0 | if (direction == 0) { |
127 | 0 | return dxMap_.getMap().solve_splitting(r, a, 1.0); |
128 | 0 | } |
129 | 0 | else if (direction == 1) { |
130 | 0 | return dyMap_.solve_splitting(r, a, 1.0); |
131 | 0 | } |
132 | 0 | else if (direction == 2) { |
133 | 0 | return hullWhiteOp_.solve_splitting(2, r, a); |
134 | 0 | } |
135 | 0 | else |
136 | 0 | QL_FAIL("direction too large"); |
137 | 0 | } |
138 | | |
139 | | Array FdmHestonHullWhiteOp::preconditioner(const Array& r, |
140 | 0 | Real dt) const { |
141 | 0 | return solve_splitting(0, r, dt); |
142 | 0 | } |
143 | | |
144 | 0 | std::vector<SparseMatrix> FdmHestonHullWhiteOp::toMatrixDecomp() const { |
145 | 0 | return { |
146 | 0 | dxMap_.getMap().toMatrix(), |
147 | 0 | dyMap_.toMatrix(), |
148 | 0 | hullWhiteOp_.toMatrixDecomp().front(), |
149 | 0 | hestonCorrMap_.toMatrix() + equityIrCorrMap_.toMatrix() |
150 | 0 | }; |
151 | 0 | } |
152 | | |
153 | | } |