use std::io;
use optlib::{
tools::{logging, stopchecker},
GoalFromFunction, Optimizer,
particleswarm::{
self,
initializing,
postmove,
speedcalc,
PostMove,
},
};
use optlib_testfunc;
type Coordinate = f32;
fn main() {
let minval: Coordinate = -500.0;
let maxval: Coordinate = 500.0;
let particles_count = 1500;
let dimension = 3;
let intervals = vec![(minval, maxval); dimension];
let phi_personal = 2.0;
let phi_global = 5.0;
let k = 0.2;
let goal = GoalFromFunction::new(optlib_testfunc::schwefel);
let coord_initializer = initializing::RandomCoordinatesInitializer::new(intervals.clone(), particles_count);
let speed_initializer = initializing::ZeroSpeedInitializer::new(dimension, particles_count);
let post_moves: Vec<Box<dyn PostMove<Coordinate>>> = vec![Box::new(postmove::MoveToBoundary::new(intervals.clone()))];
let speed_calculator = speedcalc::CanonicalSpeedCalculator::new(phi_personal, phi_global, k);
let change_max_iterations = 150;
let change_delta = 1e-8;
let stop_checker = stopchecker::CompositeAny::new(vec![
Box::new(stopchecker::Threshold::new(1e-6)),
Box::new(stopchecker::GoalNotChange::new(
change_max_iterations,
change_delta,
)),
Box::new(stopchecker::MaxIterations::new(3000)),
]);
let mut stdout_verbose = io::stdout();
let mut stdout_result = io::stdout();
let mut stdout_time = io::stdout();
let loggers: Vec<Box<dyn logging::Logger<Vec<Coordinate>>>> = vec![
Box::new(logging::VerboseLogger::new(&mut stdout_verbose, 15)),
Box::new(logging::ResultOnlyLogger::new(&mut stdout_result, 15)),
Box::new(logging::TimeLogger::new(&mut stdout_time)),
];
let mut optimizer = particleswarm::ParticleSwarmOptimizer::new(
Box::new(goal),
Box::new(stop_checker),
Box::new(coord_initializer),
Box::new(speed_initializer),
Box::new(speed_calculator),
post_moves,
loggers,
);
optimizer.find_min();
}