Changes between Version 37 and Version 38 of Documentation/FirstSteps
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- 01/04/12 13:14:40 (13 years ago)
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Documentation/FirstSteps
v37 v38 58 58 59 59 === 4.1 Optimizing External Applications === 60 The [http://cig.dei.polimi.it/?page_id=103 Race Car Setup Optimization Competition] was organized for the [http://dces.essex.ac.uk/research/evostar/ EvoStar 2010] conference. The problem is a classic "simulation-based optimization problem" with a simulator, a simulation model, and several configuration parameters that have to be optimized. The following [[ DevelopersOptimizingExternalApplications#Tutorial| Tutorial]] will show you how to configure an external evaluation problem for that particular problem.60 The [http://cig.dei.polimi.it/?page_id=103 Race Car Setup Optimization Competition] was organized for the [http://dces.essex.ac.uk/research/evostar/ EvoStar 2010] conference. The problem is a classic "simulation-based optimization problem" with a simulator, a simulation model, and several configuration parameters that have to be optimized. The following [[UsersHowtosOptimizingExternalApplications#Tutorial| Tutorial]] will show you how to configure an external evaluation problem for that particular problem. 61 61 62 62 … … 65 65 The [[PluginManagerConsole| Plugin Manager Console]] allows you to install/remove plugins and upgrade your plugins when new versions become available. 66 66 67 == 6. Problems == 68 The following problems are currently available in HeuristicLab. 69 * [[Artificial Ant Problem]] 70 * [[External Evaluation Problem]] 71 * [[Knapsack Problem]] 72 * [[OneMax Problem]] 73 * [[Single Objective Test Function]] 74 * [[Symbolic Regression Problem]] 75 * [[Symbolic Classification Problem]] 76 * [[Travelling Salesman Problem]] 77 * [[Vehicle Routing Problem]] 78 * Quadratic Assignment Problem 79 * Scheduling 80 * Clustering 81 * [[wiki:UsersDefineCustomProblems|User-defined Problem]] 67 == 6. Supported Algorithms and Problems == 68 A detailed list of available algorithms and problems in HeuristicLab can be found on the [wiki:UsersFeatures Features] page. 82 69 83 84 85 == 7. Algorithms == 86 * [[Evolution Strategy]] 87 * [[Genetic Algorithm]] 88 * [[Genetic Programming]] 89 * [[IslandGA| Island Genetic Algorithm]] 90 * [[IslandOSGA| Island Offspring Selection Genetic Algorithm]] 91 * [[LocalSearch| Local Search]] 92 * [[NSGA-II| Non-dominated Sorting Genetic Algorithm]] 93 * [[OSGA| Offspring Selection Genetic Algorithm]] 94 * [[Particle Swarm Optimization]] 95 * [[SASEGASA]] 96 * [[SA| Simulated Annealing]] 97 * [[TS| Tabu Search]] 98 * [[User-Defined Algorithm]] 99 * Variable Neighborhood Search 100 * Linear Regression 101 * Linear Discriminant Analysis 102 * Random Forest 103 * Support Vector Machine 104 * k-Means 105 * User-defined Algorithm 106 107 108 == 8. Operators == 70 == 7. Operators == 109 71 Each algorithm consists of a sequence of clearly defined, unambiguous and executable instructions. We call these atomic building blocks '''operators'''. A [[Operators| list]] of the most important operators is available in the wiki and we try to update it frequently. If the operator you are looking for is not documented there we recommend having a look at the description of the operator in the Optimizer. The description is usually sufficient to apply the operator successfully. 110 72 111 == 9. Testing and Analysis ==73 == 8. Testing and Analysis == 112 74 * [[Batch Run]]: A run in which an algorithm is executed a given number of times (repetitions). 113 75 * [[Experiment]]: An experiment which contains multiple batch runs of algorithms. 114 76 115 == 10. Feedback ==77 == 9. Feedback == 116 78 Any feedback, questions, problems or requests for new features? Please have a look at our [wiki:UsersSupport support & feedback] wiki page to see how to contact the !HeuristicLab development team.
