Genetic Algorithms

rajesh
Member • Aug 12, 2006

Genetic Algorithms

i want to do a project on genetic algorithms for economic dispatch and optimisation.if anybody knows clearly about this,please give me guidance.

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pradypop

Member • Aug 22, 2006

Genetic Algorithms are a set of algorithms which are frequently used in image processing. These are learning algorithms and are used to approximate a value whose absolute is not known and enough information is not avalilable to compute the absolutes. I worked a little bit on these algorithms when I tried a project on License plate recognition. Never went ahead eith the project which was prematurely dumped.

This over-view might help:
<a href="https://en.wikipedia.org/wiki/Genetic_algorithm" target="_blank" rel="nofollow noopener noreferrer">Genetic algorithm - Wikipedia</a>

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Kaustubh Katdare

Administrator • Oct 28, 2006

pradypop
I worked a little bit on these algorithms when I tried a project on License plate recognition.
Prady, tell us more about this project. Looks like a good idea to me.

-The Big K-

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Predictor

Member • Mar 26, 2009

pradypop
Genetic Algorithms are a set of algorithms which are frequently used in image processing. These are learning algorithms and are used to approximate a value whose absolute is not known and enough information is not avalilable to compute the absolutes.
Although genetic algorithms can be used in image processing, they are used for many other things as well. More importantly, genetic algorithms are not "learning algorithms". Genetic algorithms are, fundamentally, optimizers. While they can be used as part of a learning system, their ultimate function is to optimize some objective function. Their advantage over traditional optimization techniques is that they do not need to know the derivatives of the objective function- in fact, assuming that candidate solutions can be ranked, they do not even require the objective function to be on an absolute scale at all!

-Will Dwinnell
<a href="https://matlabdatamining.blogspot.com/" target="_blank" rel="nofollow noopener noreferrer">Data Mining in MATLAB</a>

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ms_cs

Member • Mar 26, 2009

rajesh
i want to do a project on genetic algorithms for economic dispatch and optimisation.if anybody knows clearly about this,please give me guidance.
Can you give detailed description of your project?
See the Book Artificial Intelligence by Stuart Russell

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