Began adding the rosenbrock integrator

This commit is contained in:
Connor Johnstone
2023-03-13 23:56:29 -06:00
parent 2ec474a77a
commit 75b88f7152
8 changed files with 347 additions and 561 deletions

View File

@@ -1,87 +1,48 @@
use num_traits::identities;
use num_traits::Float;
use std::fmt::Debug;
use std::cmp::PartialOrd;
use std::ops::{Add, AddAssign, Sub, SubAssign, Mul, MulAssign};
use nalgebra::SVector;
use super::ode::{ODE, SystemTrait};
use super::ode::ODE;
use super::controller::{Controller, PIController};
use super::integrator::Integrator;
pub struct Problem<T, F, const D1: usize, const D2: usize, S>
pub struct Problem<'a, const D: usize, S>
where
f64: From<T>,
F: SystemTrait<T,D1>,
T: Copy +
From<f64> +
identities::One +
identities::Zero +
PartialEq +
Debug +
Add +
AddAssign +
Sub +
SubAssign +
Mul +
MulAssign +
Float +
PartialOrd +
'static,
S: Integrator<T, F, D1, D2>,
S: Integrator<D>,
{
ode: ODE<T,F,D1>,
ode: ODE<'a, D>,
integrator: S,
controller: PIController<T>,
controller: PIController,
}
impl<T, F, const D1: usize, const D2: usize, S> Problem<T,F,D1,D2,S>
impl<'a, const D: usize, S> Problem<'a,D,S>
where
f64: From<T>,
F: SystemTrait<T,D1>,
T: Copy +
From<f64> +
identities::One +
identities::Zero +
PartialEq +
Debug +
Add +
AddAssign +
Sub +
SubAssign +
Mul +
MulAssign +
Float +
PartialOrd +
'static,
S: Integrator<T, F, D1, D2>,
S: Integrator<D>,
{
pub fn new(ode: ODE<T,F,D1>, integrator: S, controller: PIController<T>) -> Self {
pub fn new(ode: ODE<'a,D>, integrator: S, controller: PIController) -> Self {
Problem {
ode: ode,
integrator: integrator,
controller: controller,
}
}
pub fn solve(&mut self) -> Solution<T, D1> {
let mut times: Vec::<T> = Vec::new();
let mut states: Vec::<SVector<T,D1>> = Vec::new();
let mut step: T = self.controller.old_h;
pub fn solve(&mut self) -> Solution<D> {
let mut times: Vec::<f64> = Vec::new();
let mut states: Vec::<SVector<f64,D>> = Vec::new();
let mut step: f64 = self.controller.old_h;
times.push(self.ode.t);
states.push(self.ode.y);
let (mut new_y, mut err_option) = self.integrator.step(&self.ode, 0.0);
while self.ode.t < self.ode.t_end {
let (mut new_y, mut err_option) = self.integrator.step(&self.ode, step);
match err_option {
Some(mut err) => {
// Adaptive Step Size
let mut accepted: bool = false;
while !accepted {
(accepted, step) = <PIController<T> as Controller<T, F, D1>>::determine_step(&mut self.controller, step, err);
(accepted, step) = <PIController as Controller<D>>::determine_step(&mut self.controller, step, err);
(new_y, err_option) = self.integrator.step(&self.ode, step);
err = err_option.unwrap();
}
self.controller.old_h = step;
self.controller.h_max = self.ode.t_end - self.ode.t - step;
self.controller.h_max = self.controller.h_max.min(self.ode.t_end - self.ode.t - step);
},
None => {},
};
@@ -97,9 +58,9 @@ where
}
}
pub struct Solution<T,const D: usize> {
pub times: Vec<T>,
pub states: Vec<SVector<T,D>>,
pub struct Solution<const D: usize> {
pub times: Vec<f64>,
pub states: Vec<SVector<f64,D>>,
}
#[cfg(test)]
@@ -107,31 +68,25 @@ mod tests {
use super::*;
use nalgebra::Vector3;
use approx::assert_relative_eq;
use crate::integrator::{AdaptiveSixthOrder, RUNGE_KUTTA_FEHLBERG_54_TABLEAU};
use crate::controller::{PIController};
use crate::integrator::dormand_prince::DormandPrince45;
use crate::controller::PIController;
// #[test]
#[test]
fn test_problem() {
struct System {}
fn derivative(_t: f64, y: Vector3<f64>) -> Vector3<f64> { y }
let y0 = Vector3::new(1.0, 1.0, 1.0);
impl SystemTrait<f64,3> for System {
fn derivative(&self, _t: f64, y: Vector3<f64>) -> Vector3<f64> { y }
}
let ode = ODE::new(&derivative, 0.0, 1.0, y0);
let dp45 = DormandPrince45::new(1e-12_f64, 1e-5_f64);
let controller = PIController::new(0.17, 0.04, 10.0, 0.2, 0.1, 0.9, 1e-8);
let system = System {};
let y0 = Vector3::new(1.0, 0.0, 0.0);
let ode = ODE::new(system, 0.0, 10.0, y0);
let controller = PIController::new(0.17, 0.04, 10.0, 0.2, 10.0, 0.9, 1e-4);
let rkf54 = AdaptiveSixthOrder {
tableau: RUNGE_KUTTA_FEHLBERG_54_TABLEAU,
atol: 1e-8_f64,
rtol: 1e-8_f64,
};
let mut problem = Problem::new(ode, rkf54, controller);
let mut problem = Problem::new(ode, dp45, controller);
let solution = problem.solve();
// println!("{}", solution.times.len());
// panic!();
solution.times.iter().zip(solution.states.iter()).for_each(|(time, state)| {
assert_relative_eq!(state[0], time.exp(), max_relative=1e-7);
assert_relative_eq!(state[0], time.exp(), max_relative=1e-2);
})
}
}