1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128
use crate::algebra::abstr::Real;
use crate::analysis::integral::newton_cotes::ClosedFixedIntervalIterator;
#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};
/// Closed Newton-Cotes
///
/// <https://en.wikipedia.org/wiki/Newton-Cotes_formulas>
///
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
#[derive(Clone, Debug)]
pub struct NewtonCotes<T>
where
T: Real,
{
weight: Vec<T>,
}
impl<T> NewtonCotes<T>
where
T: Real,
{
/// # Arguments
///
/// n:
/// 1 => Trapezoidal rule
/// 2 => Simpson's rule
/// 3 => Simpson's 3/8 rule
/// 4 => Boole0s rule
/// 5 =>
///
/// # Panics
///
/// Panics if n < 1 || n > 5
///
/// # Examples
/// ```
/// # #[macro_use]
/// # extern crate mathru;
/// # fn main()
/// # {
/// use mathru::analysis::integral::newton_cotes::{NewtonCotes};
///
/// let nc = NewtonCotes::new(1);
/// let f = | x | {x};
///
/// let integral = nc.integrate(f, 2.0, 4.0, 4);
///
/// assert_relative_eq!(integral, 6.0)
/// # }
/// ```
pub fn new(n: u8) -> NewtonCotes<T> {
if !(1..=5).contains(&n) {
panic!("'n' is out of bounds");
}
let weight = match n {
1 => vec![T::from_f32(0.5), T::from_f32(0.5)],
2 => vec![
T::from_f64(1.0 / 6.0),
T::from_f64(2.0 / 3.0),
T::from_f64(1.0 / 6.0),
],
3 => vec![
T::from_f64(1.0 / 8.0),
T::from_f64(3.0 / 8.0),
T::from_f64(3.0 / 8.0),
T::from_f64(1.0 / 8.0),
],
4 => vec![
T::from_f64(7.0 / 90.0),
T::from_f64(16.0 / 45.0),
T::from_f64(2.0 / 15.0),
T::from_f64(16.0 / 45.0),
T::from_f64(7.0 / 90.0),
],
5 => vec![
T::from_f64(19.0 / 288.0),
T::from_f64(25.0 / 96.0),
T::from_f64(25.0 / 144.0),
T::from_f64(25.0 / 144.0),
T::from_f64(25.0 / 96.0),
T::from_f64(19.0 / 288.0),
],
_ => panic!(""),
};
NewtonCotes { weight }
}
///
/// ```math
/// \int_{a}^{b}f(x)\,dx
/// ```
///
/// # Arguments
/// * 'a'
/// * 'b'
/// num_subintervals: \[a,b\] into smaller subintervals,
/// #
pub fn integrate<F>(&self, f: F, a: T, b: T, num_subintervals: u32) -> T
where
F: Fn(T) -> T,
{
let mut sub_interval: ClosedFixedIntervalIterator<T> =
ClosedFixedIntervalIterator::new(a, b, num_subintervals);
let mut lower_bound: T = sub_interval.next().unwrap();
let num_intervals = self.weight.len() as u32 - 1;
let mut sum = T::zero();
sub_interval.for_each(|x_i: T| {
let interval: ClosedFixedIntervalIterator<T> =
ClosedFixedIntervalIterator::new(lower_bound, x_i, num_intervals);
let h = x_i - lower_bound;
let sum_i = interval
.zip(self.weight.iter())
.map(|(x, w)| *w * f(x))
// .sum()
.fold(T::zero(), |a, b| a + b)
* h;
sum += sum_i;
lower_bound = x_i;
});
sum
}
}