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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. //! # Holder table test function //! //! Defined as //! //! `f(x_1, x_2) = -abs(sin(x_1)*cos(x_2)*exp(abs(1- sqrt(x_1^2+x_2^2)/pi)))` //! //! where `x_i \in [-10, 10]`. //! //! The global minima are at //! * `f(x_1, x_2) = f(8.05502, 9.66459) = -19.2085`. //! * `f(x_1, x_2) = f(8.05502, -9.66459) = -19.2085`. //! * `f(x_1, x_2) = f(-8.05502, 9.66459) = -19.2085`. //! * `f(x_1, x_2) = f(-8.05502, -9.66459) = -19.2085`. use num::{Float, FromPrimitive}; use std::f64::consts::PI; /// Holder table test function /// /// Defined as /// /// `f(x_1, x_2) = -abs(sin(x_1)*cos(x_2)*exp(abs(1- sqrt(x_1^2+x_2^2)/pi)))` /// /// where `x_i \in [-10, 10]`. /// /// The global minima are at /// * `f(x_1, x_2) = f(8.05502, 9.66459) = -19.2085`. /// * `f(x_1, x_2) = f(8.05502, -9.66459) = -19.2085`. /// * `f(x_1, x_2) = f(-8.05502, 9.66459) = -19.2085`. /// * `f(x_1, x_2) = f(-8.05502, -9.66459) = -19.2085`. pub fn holder_table<T: Float + FromPrimitive>(param: &[T]) -> T { assert!(param.len() == 2); let (x1, x2) = (param[0], param[1]); let pi = T::from_f64(PI).unwrap(); -(x1.sin() * x2.cos() * (T::from_f64(1.0).unwrap() - (x1.powi(2) + x2.powi(2)).sqrt() / pi) .abs() .exp()) .abs() } mod tests { #[test] fn test_holder_table_optimum() { assert!( (::holder_table(&[8.05502_f32, 9.66459_f32]) + 19.2085).abs() < ::std::f32::EPSILON ); assert!( (::holder_table(&[8.05502_f32, 9.66459_f32]) + 19.2085).abs() < ::std::f32::EPSILON ); assert!( (::holder_table(&[8.05502_f32, 9.66459_f32]) + 19.2085).abs() < ::std::f32::EPSILON ); assert!( (::holder_table(&[8.05502_f32, 9.66459_f32]) + 19.2085).abs() < ::std::f32::EPSILON ); } #[test] #[should_panic] fn test_holder_table_param_length() { ::holder_table(&[0.0_f32, -1.0_f32, 0.1_f32]); } }