scikit-opt download for Windows

This is the Windows app named scikit-opt whose latest release can be downloaded as Version0.6.5sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.

 
 

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SCREENSHOTS:


scikit-opt


DESCRIPTION:

scikit-opt is a Python library for solving optimization problems with evolutionary and swarm-intelligence algorithms. It includes genetic algorithms, particle swarm optimization, differential evolution, simulated annealing, ant colony optimization, immune algorithms, and artificial fish swarms. The package can address continuous objectives, constrained problems, and combinatorial tasks such as the traveling salesman problem. A consistent workflow lets users define an objective, configure an optimizer, run iterations, and inspect the best solution. Genetic algorithm operators can be replaced through user-defined functions or subclassing. Runs may continue from earlier iterations instead of restarting. Vectorization, threading, multiprocessing, caching, examples, and plotting support help users experiment with performance and convergence.



Features

  • Genetic and differential evolution algorithms
  • Particle swarm and artificial fish optimization
  • Simulated annealing and ant colony methods
  • Equality and inequality constraint support
  • Custom user-defined genetic operators
  • Vectorized and parallel execution modes


Programming Language

Python


Categories

Algorithms

This is an application that can also be fetched from https://sourceforge.net/projects/scikit-opt.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.



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