This is the Linux app named Opt4J to run in Linux online whose latest release can be downloaded as opt4j-3.1.4.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
Opt4J to run in Linux online
DESCRIPTION:
Opt4J is an open source Java-based framework for evolutionary computation. It contains a set of (multi-objective) optimization algorithms such as evolutionary algorithms (including SPEA2 and NSGA2), differential evolution, particle swarm optimization, and simulated annealing. The benchmarks that are included comprise ZDT, DTLZ, WFG, and the knapsack problem.The goal of Opt4J is to simplify the evolutionary optimization of user-defined problems as well as the implementation of arbitrary meta-heuristic optimization algorithms. For this purpose, Opt4J relies on a module-based implementation and offers a graphical user interface for the configuration as well as a visualization of the optimization process.
(visit: http://www.opt4j.org)
Features
- Detailed javadoc API and existing tutorial (www.opt4j.org)
- Simple Graphical User Interface (GUI) for configuration
- Graphical viewer for optimization run with standard widgets (plot, archive, popluation)
- Different predefined genotypes including hierarchical genotype (CompositeGentoype)
- Includes different optimization techniques: Evolutionary Algorithm (Spea2,Nsga2,SMS), Multi-objective Particle Swarm Optimization, Differential Evolution, Simulation Annealing
- Includes common benchmark problems: ZDT, DTLZ, WFG, LOTZ, Knapsack
Audience
Science/Research, Education, Developers
User interface
Java Swing, Command-line
Programming Language
Java
This is an application that can also be fetched from https://sourceforge.net/projects/opt4j/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.