Directory: | ./ |
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File: | include/crocoddyl/core/activations/weighted-quadratic.hpp |
Date: | 2025-01-30 11:01:55 |
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1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2019, LAAS-CNRS | ||
5 | // Copyright note valid unless otherwise stated in individual files. | ||
6 | // All rights reserved. | ||
7 | /////////////////////////////////////////////////////////////////////////////// | ||
8 | |||
9 | #ifndef CROCODDYL_CORE_ACTIVATIONS_WEIGHTED_QUADRATIC_HPP_ | ||
10 | #define CROCODDYL_CORE_ACTIVATIONS_WEIGHTED_QUADRATIC_HPP_ | ||
11 | |||
12 | #include <stdexcept> | ||
13 | |||
14 | #include "crocoddyl/core/activation-base.hpp" | ||
15 | #include "crocoddyl/core/fwd.hpp" | ||
16 | #include "crocoddyl/core/utils/exception.hpp" | ||
17 | |||
18 | namespace crocoddyl { | ||
19 | |||
20 | template <typename _Scalar> | ||
21 | class ActivationModelWeightedQuadTpl | ||
22 | : public ActivationModelAbstractTpl<_Scalar> { | ||
23 | public: | ||
24 | EIGEN_MAKE_ALIGNED_OPERATOR_NEW | ||
25 | |||
26 | typedef _Scalar Scalar; | ||
27 | typedef MathBaseTpl<Scalar> MathBase; | ||
28 | typedef ActivationModelAbstractTpl<Scalar> Base; | ||
29 | typedef ActivationDataAbstractTpl<Scalar> ActivationDataAbstract; | ||
30 | typedef ActivationDataWeightedQuadTpl<Scalar> Data; | ||
31 | typedef typename MathBase::VectorXs VectorXs; | ||
32 | typedef typename MathBase::MatrixXs MatrixXs; | ||
33 | |||
34 | 224 | explicit ActivationModelWeightedQuadTpl(const VectorXs& weights) | |
35 |
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224 | : Base(weights.size()), weights_(weights), new_weights_(false) {}; |
36 | 452 | virtual ~ActivationModelWeightedQuadTpl() {}; | |
37 | |||
38 | 9675 | virtual void calc(const std::shared_ptr<ActivationDataAbstract>& data, | |
39 | const Eigen::Ref<const VectorXs>& r) { | ||
40 |
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9675 | if (static_cast<std::size_t>(r.size()) != nr_) { |
41 | ✗ | throw_pretty( | |
42 | "Invalid argument: " << "r has wrong dimension (it should be " + | ||
43 | std::to_string(nr_) + ")"); | ||
44 | } | ||
45 | 9675 | std::shared_ptr<Data> d = std::static_pointer_cast<Data>(data); | |
46 | |||
47 |
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9675 | d->Wr = weights_.cwiseProduct(r); |
48 |
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9675 | data->a_value = Scalar(0.5) * r.dot(d->Wr); |
49 | 9675 | }; | |
50 | |||
51 | 304 | virtual void calcDiff(const std::shared_ptr<ActivationDataAbstract>& data, | |
52 | const Eigen::Ref<const VectorXs>& r) { | ||
53 |
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304 | if (static_cast<std::size_t>(r.size()) != nr_) { |
54 | ✗ | throw_pretty( | |
55 | "Invalid argument: " << "r has wrong dimension (it should be " + | ||
56 | std::to_string(nr_) + ")"); | ||
57 | } | ||
58 | |||
59 | 304 | std::shared_ptr<Data> d = std::static_pointer_cast<Data>(data); | |
60 |
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304 | data->Ar = d->Wr; |
61 |
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304 | if (new_weights_) { |
62 | ✗ | data->Arr.diagonal() = weights_; | |
63 | ✗ | new_weights_ = false; | |
64 | } | ||
65 | // The Hessian has constant values which were set in createData. | ||
66 | #ifndef NDEBUG | ||
67 |
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304 | assert_pretty(MatrixXs(data->Arr).isApprox(Arr_), "Arr has wrong value"); |
68 | #endif | ||
69 | 304 | }; | |
70 | |||
71 | 7839 | virtual std::shared_ptr<ActivationDataAbstract> createData() { | |
72 |
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7839 | std::shared_ptr<Data> data = |
73 | 7839 | std::allocate_shared<Data>(Eigen::aligned_allocator<Data>(), this); | |
74 |
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7839 | data->Arr.diagonal() = weights_; |
75 | |||
76 | #ifndef NDEBUG | ||
77 |
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7839 | Arr_ = data->Arr; |
78 | #endif | ||
79 | |||
80 | 15678 | return data; | |
81 | 7839 | }; | |
82 | |||
83 | ✗ | const VectorXs& get_weights() const { return weights_; }; | |
84 | ✗ | void set_weights(const VectorXs& weights) { | |
85 | ✗ | if (weights.size() != weights_.size()) { | |
86 | ✗ | throw_pretty("Invalid argument: " | |
87 | << "weight vector has wrong dimension (it should be " + | ||
88 | std::to_string(weights_.size()) + ")"); | ||
89 | } | ||
90 | |||
91 | ✗ | weights_ = weights; | |
92 | ✗ | new_weights_ = true; | |
93 | ✗ | }; | |
94 | |||
95 | /** | ||
96 | * @brief Print relevant information of the quadratic-weighted model | ||
97 | * | ||
98 | * @param[out] os Output stream object | ||
99 | */ | ||
100 | 37 | virtual void print(std::ostream& os) const { | |
101 | 37 | os << "ActivationModelQuad {nr=" << nr_ << "}"; | |
102 | 37 | } | |
103 | |||
104 | protected: | ||
105 | using Base::nr_; | ||
106 | |||
107 | private: | ||
108 | VectorXs weights_; | ||
109 | bool new_weights_; | ||
110 | |||
111 | #ifndef NDEBUG | ||
112 | MatrixXs Arr_; | ||
113 | #endif | ||
114 | }; | ||
115 | |||
116 | template <typename _Scalar> | ||
117 | struct ActivationDataWeightedQuadTpl | ||
118 | : public ActivationDataAbstractTpl<_Scalar> { | ||
119 | EIGEN_MAKE_ALIGNED_OPERATOR_NEW | ||
120 | |||
121 | typedef _Scalar Scalar; | ||
122 | typedef MathBaseTpl<Scalar> MathBase; | ||
123 | typedef typename MathBase::VectorXs VectorXs; | ||
124 | typedef ActivationDataAbstractTpl<Scalar> Base; | ||
125 | |||
126 | template <typename Activation> | ||
127 | 7839 | explicit ActivationDataWeightedQuadTpl(Activation* const activation) | |
128 |
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7839 | : Base(activation), Wr(VectorXs::Zero(activation->get_nr())) {} |
129 | |||
130 | VectorXs Wr; | ||
131 | }; | ||
132 | |||
133 | } // namespace crocoddyl | ||
134 | |||
135 | #endif // CROCODDYL_CORE_ACTIVATIONS_WEIGHTED_QUADRATIC_HPP_ | ||
136 |