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// Copyright 2018 Stefan Kroboth // // Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or // http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or // http://opensource.org/licenses/MIT>, at your option. This file may not be // copied, modified, or distributed except according to those terms. //! # Eggholder test function //! //! Defined as //! //! `f(x_1, x_2) = -(x_2 + 47) * sin( sqrt( abs( x_2 + x_1/2 + 47 ) ) ) - //! x_1 * sin( sqrt( abs( x_1 - (x_2 + 47) ) ) )` //! //! where `x_i \in [-512, 512]`. //! //! The global minimum is at * `f(x_1, x_2) = f(512, 404.2319) = -959.6407`. use num::{Float, FromPrimitive}; /// Eggholder test function /// /// Defined as /// /// `f(x_1, x_2) = -(x_2 + 47) * sin( sqrt( abs( x_2 + x_1/2 + 47 ) ) ) - /// x_1 * sin( sqrt( abs( x_1 - (x_2 + 47) ) ) )` /// /// where `x_i \in [-512, 512]`. /// /// The global minimum is at * `f(x_1, x_2) = f(512, 404.2319) = -959.6407`. pub fn eggholder<T: Float + FromPrimitive>(param: &[T]) -> T { assert!(param.len() == 2); let (x1, x2) = (param[0], param[1]); let n47 = T::from_f64(47.0).unwrap(); -(x2 + n47) * (x2 + x1 / T::from_f64(2.0).unwrap() + n47) .abs() .sqrt() .sin() - x1 * (x1 - (x2 + n47)).abs().sqrt().sin() } mod tests { #[test] fn test_eggholder_optimum() { assert!( (::eggholder(&[512.0_f32, 404.2319_f32]) + 959.6407_f32).abs() < ::std::f32::EPSILON ); } #[test] #[should_panic] fn test_eggholder_param_length() { ::eggholder(&[0.0_f32, -1.0_f32, 0.1_f32]); } }