EO is a template-based, ANSI-C++ evolutionary computation library which helps you to write your own stochastic optimization algorithms insanely fast.
With the help of EO, you can easily design evolutionary algorithms that will find solutions to virtually all kind of hard optimization problems
... [More], from continuous to combinatorial ones.
Designing an algorithm with EO consists in choosing what components you want to use for your specific needs, just as building a structure with Lego blocks. [Less]
ParadisEO is a C++ white-box object-oriented software framework for to the reusable design of metaheuristics.
* Portable on: Windows, Unix and MacOS
* Parallel and distributed architectures (MPI)
* Grids (Globus, Condor-G/MW)
It is composed of 4 interconnected modules:
* ParadisEO-EOfor
... [More] population-based metaheuristics (evolutionary algorithms, particle swarm optimization, evolution strategy, differential evolution...)
* ParadisEO-MO for solution-based metaheuristics (local search, simulated annealing, tabu search, iterated local search, variable neighborhood search...)
* ParadisEO-MOEO for multiobjective optimization
* ParadisEO-PEO for hybrid, parallel and distributed metaheuristics
* ParadisEO-SMP for memory-shared parrallel metaheuristics [Less]
OptaPlanner optimizes business resource usage. Every organization faces planning problems: provide products or services with a limited set of constrained resources (employees, assets, time and money). OptaPlanner optimizes such planning to do more business with less resources.
OptaPlanner is a
... [More] lightweight, embeddable planning engine written in Java™. It helps normal Java™ programmers solve constraint satisfaction problems efficiently. Under the hood, it combines optimization heuristics and metaheuristics with very efficient score calculation.
OptaPlanner is open source software, released under the Apache Software License. It is 100% pure Java™, runs on any JVM and is available in the Maven Central Repository too. [Less]
The MOEA Framework is an open source Java library for developing and experimenting with multiobjective evolutionary algorithms (MOEAs) and other general-purpose optimization algorithms and metaheuristics. A number of algorithms are provided out-of-the-box, including NSGA-II, ε-MOEA, GDE3 and MOEA/D.
... [More] In addition, third-party tools like JMetal and PISA directly integrate with the MOEA Framework.
The MOEA Framework targets an academic audience, providing the resources necessary to rapidly design, develop, execute and statistically test optimization algorithms. This includes over 40 test problems from the literature, and a suite of statistical tools for comparing and analyzing algorithm performance. [Less]
Wintermute is the attempt of Danté Ashton and a group of others to implement the world's first personal edition of an intelligent framework of applications and libraries, and in the future, an intelligent operating system. This is the brainchild of the [http://www.thesii.org/ SII]. Wintermute
... [More] bolsters the capabilities of using neural networking to learn about its host, a pseudo-langauge engine that permits translations and grammar rulesets of any language to be incorporated into the system, and database downloads of different sets of data to permit the combination of the world's first personal virtual self-thinking assistant. It can be used to perform simple tasks like dictation to a favorite word editor to more complex tasks, like sorting documents depending .. [Less]
jMetal is an object-oriented Java-based framework aimed at facilitating the development, experimentation, and study of metaheuristics for solving multi-objective optimization problems.
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