A Paradigm-Independent and Extensible
Environment for Heuristic Optimization
Environment for Heuristic Optimization
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News About HeuristicLab Download License Plug-Ins Documentation Publications Presentations Results Lectures Contact |
| modified: 24. Oct. 2005 |
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Plug-In Download
Algorithms
| Name | Version | Description | Author | Plug-In | Documen- tation |
Sources |
| ACO | - | Ant Colony Optimization | PLANNED | |||
| ES | 1.1.0 | Standard Evolution Strategy | Mihaela Ionescu | zip | pdf (German) |
zip |
| GA | 1.1.0 | Generic Genetic Algorithm | Stefan Wagner | zip | - | zip |
| IslandGA | 1.1.0 | Parallel Genetic Algorithm (Island Model) | Stefan Wagner | zip | - | zip |
| PSO | 1.1.0 | Particle Swarm Optimization | Stefan Wagner | zip | - | zip |
| RS | 1.1.0 | Random Search | Stefan Wagner | zip | - | zip |
| SA | 1.1.0 | Simulated Annealing | Florian Ortner, Harald Radi | zip | - | zip |
| SEGA | 1.1.0 | Segregative Genetic Algorithm | Michael Affenzeller, Stefan Wagner | zip | - | |
| SGA | 1.1.0 | Standard Genetic Algorithm (reference implementation) |
Stefan Wagner | zip | - | zip |
| SGAML | 1.1.0 | Standard Genetic Algorithm for Machine Learning | Dietmar Langer | zip | chm (German) |
zip |
| SS | 1.2.0 | Scatter Search | Andreas Beham | zip | chm | zip |
| SSGA | 1.1.0 | Steady-State Genetic Algorithm | Stefan Pichler | zip | - | zip |
| STS | 1.2.0 | Standard Tabu Search | Andreas Beham | zip | chm | zip |
| SXGA | 1.1.0 | Sexual Genetic Algorithm | Stefan Wagner | zip | - | zip |
Problems
| Name | Version | Description | Author | Plug-In | Documen- tation |
Example Problems |
Sources |
| ATSP | 1.1.1 | Asymmetric Traveling Salesman Problem | Stefan Wagner | zip | - | zip | zip |
| GBML | 1.1.0 | Genetic Algorithm-Based Machine Learning | Dietmar Langer | zip | chm (German) |
zip | zip |
| GP | 1.1.1 | Generic Genetic Programming | Jörg Pührer | zip | chm (German) |
zip | zip |
| GR | 1.1.0 | Genetic (Symbolic) Regression | Reinhard Zierhofer | zip | pdf (German) |
zip | zip |
| JSSP | 1.1.0 | Job Shop Scheduling Problem | Roland Braune | zip | - | zip | zip |
| MPSP | 1.1.0 | Multi-Processor Scheduling Problem | Stephan Winkler | zip | - | zip | zip |
| RMAP | 1.1.0 | Rotor Machine Analysis Problem | Stefan Wagner, Daniel Schragl | zip | - | - | zip |
| SAT | 1.1.1 | Satisfiability Problem (Version 1.1.1 not yet included in HeuristicLab 1.1.0) |
Florian Lonsing | zip | zip | zip | |
| Sudoku | 1.1.0 | Sudoku Problem | Andreas Beham | zip | Sudoku (German) |
zip | zip |
| TestFunctions2D | 1.1.1 | 2-Dimensional Real-Valued Test Functions | Stefan Wagner | zip | - | zip | zip |
| TestFunctionsND | 1.1.1 | N-Dimensional Real-Valued Test Functions | Stefan Wagner | zip | - | zip | zip |
| TSP | 1.1.1 | Traveling Salesman Problem (reference implementation) |
Stefan Wagner | zip | - | zip | zip |
| VRP | 1.3.0 | Vehicle Routing Problem (Version 1.3.0 not yet included in HeuristicLab 1.1.0) |
Michael Bögl | zip | pdf (German) |
zip | zip |