Evolutionary algorithm sandbox: A web-based graphical user interface for evolutionary algorithms
| Autor: | Dan Simon, Brent G. Gardner |
|---|---|
| Rok vydání: | 2009 |
| Předmět: |
Theoretical computer science
Computer science business.industry ComputingMethodologies_MISCELLANEOUS Evolutionary algorithm Biogeography-based optimization Evolutionary computation Sandbox (computer security) Genetic algorithm Benchmark (computing) Web application Point (geometry) Artificial intelligence business Graphical user interface |
| Zdroj: | SMC |
| DOI: | 10.1109/icsmc.2009.5346657 |
| Popis: | The Evolutionary Algorithm (EA) Sandbox is an Adobe® Flex®-based graphical user interface (GUI) that provides a visual demonstration of evolutionary algorithm simulations. It allows the user to select EA parameters and algorithms (such as a basic genetic algorithm, biogeography-based optimization, and opposition-based learning), run a simulation, and view the results after each generation. The EA Sandbox is meant to be a learning tool and starting point for users, giving them the ability to examine how different parameters and algorithms perform for a number of common benchmark functions. The EA Sandbox can also be easily extended to incorporate more algorithms and problem functions. |
| Databáze: | OpenAIRE |
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