Evolutionary Algorithm Sandbox: A Web-Based Graphical User Interface for Evolutionary Algorithms
Document Type
Conference Proceeding
Publication Date
10-2009
Publication Title
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Abstract
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, biogeographybased 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.
Repository Citation
Gardner, Brent G. and Simon, Daniel J., "Evolutionary Algorithm Sandbox: A Web-Based Graphical User Interface for Evolutionary Algorithms" (2009). Electrical and Computer Engineering Faculty Publications. 172.
https://engagedscholarship.csuohio.edu/enece_facpub/172
Original Citation
B. Gardner and D. Simon. (2009). Evolutionary Algorithm Sandbox: A Web-Based Graphical User Interface for Evolutionary Algorithms. IEEE International Conference on Systems, Man, and Cybernetics, 583-588, doi: 10.1109/ICSMC.2009.5346657
DOI
10.1109/ICSMC.2009.5346657
