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Research Code

All software and code are provided under MIT license unless otherwise stated.
Genetic Algorithm (OpenGA 3)

Implementation of Genetic Algorithm for optimization problems

Java Optimization
Source Code
Simulated Annealing (OpenSA)

Implementation of Simulated Annealing algorithm

Java Optimization
Source Code
Particle Swarm Optimizer (OpenPSO)

Implementation of Particle Swarm Optimization

Java Swarm Intelligence
Source Code
Hybrid Electromagnetism-Like Algorithm

Implementation for single machine scheduling problem

Java Scheduling
Source Code
Sub-Population Genetic Algorithm (SPGA)

Implementation of Sub-Population based Genetic Algorithm

Java Population-based
Coming Soon

Test Datasets & Experimental Results

The following datasets are provided for research purposes only. Please cite the appropriate papers if you use these datasets.
Taillard Flowshop Instances Results

Latest results of Self-Guided GA and eACGA for the Taillard flowshop instances

Excel Scheduling 2012/3/30
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Convergency Analysis Results

Full results of convergency analysis for optimization algorithms

Analysis Performance
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Chip Resistor Scheduling Problem

A real case flowshop scheduling problem: Chip Resistor

Industry Case Flowshop
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ACGA Results

Full Results of Single Machine Scheduling with ACGA (Artificial Chromosome with Genetic Algorithm)

ACGA Scheduling
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Single Machine Scheduling

Genetic Algorithm with Dominance Properties

GA Dominance
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Research Algorithms

The following evolutionary and optimization algorithms are available for research and educational purposes. Please cite the appropriate papers if you use these implementations.
Genetic Algorithm (OpenGA 3)

Implementation of Genetic Algorithm for optimization problems

Java Evolutionary Computation
View
Sub-Population Genetic Algorithm (SPGA)

Implementation of Sub-Population based Genetic Algorithm

Java Populations
Coming Soon
Simulated Annealing (OpenSA)

Implementation of Simulated Annealing algorithm for optimization problems

Java Local Search
View
Particle Swarm Optimizer (OpenPSO)

Implementation of Particle Swarm Optimization for continuous optimization

Java Swarm Intelligence
View
Hybrid Electromagnetism-like Algorithm

Implementation for single machine scheduling problems

Java Hybrid
View

Research Tools

These research tools are provided to assist with data analysis and visualization. If you encounter any issues, please contact us.
Research tools section is currently being updated

New tools will be available soon. Please check back later.