Everything about HeuristicLab
Software environment
HeuristicLab is a software environment for heuristic and evolutionary algorithms, developed by members of the Heuristic and Evolutionary Algorithm Laboratory (HEAL) at the University of Applied Sciences Upper Austria, in Hagenberg im Mühlkreis. HeuristicLab has a strong focus on providing a graphical user interface so that users are not required to have comprehensive programming skills to adjust and extend the algorithms for a particular problem. In HeuristicLab algorithms are represented as operator graphs and changing or rearranging operators can be done by drag-and-drop without actually writing code. The software thereby tries to shift algorithm development capability from the software engineer to the user and practitioner. Developers can still extend the functionality on code level and can use HeuristicLab's plug-in mechanism that allows them to integrate custom algorithms, solution representations or optimization problems. Wikipedia →
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- Read the overview: HeuristicLabA 5-minute orientation
- Read the landmark paper: Software review: the HeuristicLab frameworkCited 19 times
- Go sideways: MetaheuristicA closely related topic
- Go sideways: Search-based software engineeringA closely related topic
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đź”— Related topics
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- Search-based software engineering Search-based software engineering (SBSE) applies metaheuristic search techniques such as genetic algorithms, simulated annealing and tabu search to software…
- Genetic algorithm A genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA)…
- List of optimization software Given a transformation between input and output values, described by a mathematical function, optimization deals with generating and selecting the best…
- Hyper-heuristic A hyper-heuristic is a heuristic search method that seeks to automate, often by the incorporation of machine learning techniques, the process of selecting…
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- Meta-optimization Meta-optimization from numerical optimization is the use of one optimization method to tune another optimization method. Meta-optimization is reported…
- Java Evolutionary Computation Toolkit ECJ is a freeware evolutionary computation research system written in Java. It is a framework that supports a variety of evolutionary computation techniques…