This is the Windows app named popt4jlib to run in Windows online over Linux online whose latest release can be downloaded as popt4jlib.zip. It can be run online in the free hosting provider OnWorks for workstations.
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popt4jlib to run in Windows online over Linux online
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DESCRIPTION
popt4jlib is an open-source parallel optimization library for the Java programming language supporting both shared memory and distributed message passing models. Implements a number of meta-heuristic algorithms for Non-Linear Programming, including Genetic Algorithms, Differential Evolution, Evolutionary Algorithms, Simulated Annealing, Particle Swarm Optimization, Firefly Algorithm, Monte-Carlo Search, Local Search algorithms, Gradient-Descent-based algorithms, as well as some well-known network flow and other graph algorithms. A fast parallel implementation of the network simplex method, and some full-fledged parallel/distributed MIP solvers will be added in the next version. In general, emphasis is given in improving the efficiency of the algorithms in shared-memory models via java threads, since multi-core machines are so wide-spread today.Features
- multi-threaded implementation of the following meta-heuristics: (1) island-model GA (2) Simulated Annealing (3) Differential Evolution (4) Evolutionary Algorithm (5) Particle-Swarm Optimization (6) Firefly Algorithm
- multi-threaded multi-start implementation of Steepest Descent with Armijo Rule for NLP
- multi-threaded multi-start implementation of BFGS method for box-constrained NLP
- multi-threaded multi-start implementation of Conjugate-Gradient method with Fletcher updates for box-constrained NLP
- multi-threaded implementation of Monte-Carlo Search
- multi-threaded implementation of Graph 1- and 2-packing problems, max-clique problems, shortest-path problem, minimum spanning tree problem and other graph problems
- very fast multi-threaded implementations of K-Means, K-Means++, Neural-Gas, and other algorithms for the minimum sum-or-square-errors clustering problem
- an alternative very fast concurrent/distributed programming utils library
Audience
Science/Research, Developers, Engineering
Programming Language
Java
This is an application that can also be fetched from https://sourceforge.net/projects/popt4jlib/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
