Crate iter_solver 

A General Iterative Algorithm Framework

iter-solver is a flexible and general iterative algorithm framework that allows users to customize iteration logic and termination conditions, providing a unified abstraction for different problems and algorithms.

Example

The following program defines a simple Newton iterative solver to compute ln(1.5):

use iter_solver::Solver;

fn f_and_df(x: f64) -> (f64, f64) {
    let fx = x.exp() - 1.5;
    let dfx = x.exp();
    (fx, dfx) 
}

fn main() {
    let iter_fn = |state: &f64, problem: &fn(f64) -> (f64, f64)| {
        let x_n = *state;
        let (fx, dfx) = problem(x_n);
        x_n - (fx / dfx)
    };
 
    let term_cond = |state: &f64, problem: &fn(f64) -> (f64, f64)| {
        let (fx, _) = problem(*state);
        fx.abs() < 1e-6
    };
 
    let solver = Solver::new(iter_fn, term_cond);
 
    let solution = solver.solve(1.5, &(f_and_df as fn(f64) -> (f64, f64)));
 
    println!("solver's solution: {}", solution);
    println!("use std function ln: {}", 1.5_f64.ln());
}

Installation

Add the driver to your Cargo.toml dependencies:

[dependencies]
iter-solver = "0.2.0"

or add it directly from the terminal:

cargo add iter-solver

License

MIT License.

Modules

error

Error types.

Structs

Solver

Solver type.

SolverIterater

Solver iterator, used to step through the solving process and output the state of each iteration.

Traits

IterState

Intermediate state of an iterative algorithm.