I do require more of myself. I hope, with help of God, that I'd do more in my life time.
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This is my first book, "For the Intelligent Only." It's a
puzzle book that contains 50 of the best puzzles in the world. I promise
that there aren't puzzles any better than these. I have gathered these
from hundreds of books, friends, teachers, and professors. Please, get
your copy now. The book has been printed by by "Dar That
Assalassil." You will definitely like it! Oh! It's written in
Arabic.
Please let me know what you think of the book. |
The Abstract
Neural Networks and Genetic Algorithms have independently been applied to the problem of controlling the inverted pendulum with success. In this paper, the combination of the two methods was applied to this problem, and it was shown that the combination can also produce successful results. The idea is to balance an inverted pendulum hinged on a moving cart. The cart can only move back and forth on a track, and its movement is controlled by a variable force delivered via a controller. The controller is only informed by means of a failure signal indicating that either the cart has reached the boundaries, or that the pendulum has fallen beyond a certain angle. When a signal is obtained, the Genetic Algorithm applies changes to the weights of the Neural Network, and in turn the Neural Network sends the value and the direction of the force that should be applied to the cart. This cycle is repeated allowing for the controller to adapt and constantly improve on balancing the inverted pendulum. This technique of combining Neural Networks and Genetic algorithms is used to demonstrate that difficult tasks can be successfully controlled even in the absence of the knowledge of their dynamics.
These article were written in Arabic. I am attemping to translate them into English. If you want to read them in their Arabic form, then you have a choice of getting the magazine, read them in Arabic (if you have the Arabic Explorer from Microsoft), or wait until I translate the articles into English.