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Genetic Algorithm Java Application

Genetic Algorithm Java Application

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Genetic Algorithm Java Application Ranking & Summary

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User Review: 2 (1 times)
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Platform: Linux / Mac OS / BSD / Solaris
License: Other Free / Open Source License
Price: Other Free / Open Source License
Downloads: 154
Date added: 2008-02-15
Publisher: Blue Dojo Studios

Genetic Algorithm Java Application description

Genetic Algorithm Java Application is the most comprehensive, fast solution for the Geodetic Cover Problem.

This program is limited to personal use only. Modification and/or redistribution without specific consent from the author is strictly prohibited.

Major Features:

  1. Genetic algorithms are a form of artificial intelligence in which the theory of evolution is used to find an approximate answer to a given problem.
  2. In this research project is a genetic algorithm to search for geodetic covers of random graphs. A geodetic cover is defined as the subset S of vertices of a graph such that any vertex not in S is on a shortest path between two vertices in S.
  3. Specifically, the program was designed to solve the Geodetic Cover Problem; namely, to find the smallest geodetic cover. The results show that the genetic algorithm is considerably faster than other algorithms used to solve the problem but produces suboptimal results for large graphs.

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