DE, PSO Comparative study

The purpose of the project was to implement both the PSO and DE algorithms and perform a comparative study.

Build instructions

mvn clean compile assembly:single

Running

You must specify the algorithm to test by using -de or -pso as a command line argument.

java -jar <path to jar>.jar <-de or -pso> -display <Benchmark name>

To run the benchmarks and output the test results

java -jar <path to jar>.jar <-de or -pso> -test

or

java -jar <path to jar>.jar <-de or -pso> -test <Benchmark name>

Benchmark Examples

Differential Evolution

Ackley


Bent Cigar


Discus


Griewank


Rastrigin


Rosenbrock

Particle swarm optimization

Ackley


Bent Cigar


Discus


Griewank


Rastrigin


Rosenbrock