Reference Documentation

In this section we want to provide reference documentation on implemented algorithms, problems, and operators. HeuristicLab aims to provide references directly in the application, for instance, it is noted that a certain crossover was described in a certain paper. We try to find and list the original publication, books, or publications that closely match the implemented item. If you find errors or missing references, please contact us and we will try to include these in the next release.

Algorithms

• Genetic algorithm
• Evolution strategy
• Offspring selection genetic algorithm
• Particle swarm optimization
• Robust taboo search

Problems

• Artificial ant problem
• External evaluation problem
• Knapsack problem
• Real-valued test functions
• Traveling salesman problem
• Probabilistic Traveling Salesman Problem
• Vehicle routing problem

Operators

• Crossovers for genetic programming
• Probabilistic tree creator

Special Topics

• Genetic programming definition language (GPDL)
• Symbolic music segmentation