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[wpimath] Clean up NumericalIntegration and add Discretization tests (#3489)
* Rename Butcher tableau sections in NumericalIntegration such that top-left is c, top-right is A, and bottom-right is b * Move edu.wpi.first.math.Discretization to edu.wpi.first.math.system.Discretization * Sort Java Discretization to match C++ function order * Add tests for Java Discretization * Required adding Runge-Kutta time-varying impl to tests * Move C++ Runge-Kutta time-varying impl to tests only * Users don't need it
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// Copyright (c) FIRST and other WPILib contributors.
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// Open Source Software; you can modify and/or share it under the terms of
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// the WPILib BSD license file in the root directory of this project.
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#include <gtest/gtest.h>
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#include <cmath>
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#include "frc/system/RungeKuttaTimeVarying.h"
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namespace {
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Eigen::Matrix<double, 1, 1> RungeKuttaTimeVaryingSolution(double t) {
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return (Eigen::Matrix<double, 1, 1>()
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<< 12.0 * std::exp(t) / (std::pow(std::exp(t) + 1.0, 2.0)))
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.finished();
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}
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} // namespace
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// Tests RK4 with a time varying solution. From
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// http://www2.hawaii.edu/~jmcfatri/math407/RungeKuttaTest.html:
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// x' = x (2 / (e^t + 1) - 1)
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//
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// The true (analytical) solution is:
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//
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// x(t) = 12 * e^t / ((e^t + 1)^2)
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TEST(RungeKuttaTimeVaryingTest, RungeKuttaTimeVarying) {
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Eigen::Matrix<double, 1, 1> y0 = RungeKuttaTimeVaryingSolution(5.0);
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Eigen::Matrix<double, 1, 1> y1 = frc::RungeKuttaTimeVarying(
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[](units::second_t t, Eigen::Matrix<double, 1, 1> x) {
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return (Eigen::Matrix<double, 1, 1>()
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<< x(0) * (2.0 / (std::exp(t.to<double>()) + 1.0) - 1.0))
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.finished();
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},
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5_s, y0, 1_s);
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EXPECT_NEAR(y1(0), RungeKuttaTimeVaryingSolution(6.0)(0), 1e-3);
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}
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