Simulated Annealing Demonstration 1.0 free download This is a Java application that demonstrates the Simulated Annealing algorithm with an attack on the "traveling salesman" problem.   
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Simulated Annealing Demonstration 1.0    View screenshot )

This is a Java application that demonstrates the Simulated Annealing algorithm with an attack on the "traveling salesman" problem.

Updated Jul 6, 2013 15:45:58
Size12 kb
StatusNew Release
AuthorStephen Schmitt
Simulated Annealing Demonstration 1.0 free download This is a Java application that demonstrates the Simulated Annealing algorithm with 

an attack on the traveling salesman problem.

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   This is a Java application that demonstrates the Simulated Annealing algorithm with

   an attack on the "traveling salesman" problem.

   What is simulated annealing?

   Simulated annealing is a technique, which was developed to help solve large

   combinatorial optimization problems. It is based on probabilistic methods that avoid

   being stuck at local (non-global) minima. It has proven to be a simple but

   powerful method for large-scale combinatorial optimization.

   For practical purposes, simulated annealing has solved the famous traveling

   salesman problem: find the shortest of N! paths connecting N cities. Simulated

   annealing finds a very good approximation to the shortest path out of the huge

   number of all possible paths.

   Annealing is nature's trick to find extrema in very complicated situations.

   Simulated annealing mimics on a computer the natural process by which crystal lattices

   of glass or metal relax when heated. The molecules of hot glass or metal are free

   to move about. Temperature is an average of the thermal energy in each molecule

   of an object. If the temperature drops quickly, these molecules solidify into a

   complex structure. However, if the temperature drops slowly, they form a highly

   ordered crystal. The molecules of a crystal solidify into a minimal energy state.

   Some real applications simulated annealing:

   Determining the sequence of observations for an automated astronomical telescope [2]

   Computer Aided Geometric Design

   Optimization of Econometric Statistical Functions

   Games with random moves determined by the simulated annealing algorithm

   Arranging connections on chips and switching devices in telephone networks

   The algorithm:

   In the simulated annealing algorithm, an objective function to be minimized is

   defined. Here it will be the total path length through a set of points.
Short tags:
Traveling, salesman, Simulated, Annealing
System Requirements:
Java compiler
Change Info:
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