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  1. 1. Universidad San Carlos de Guatemala Facultad de Ingeniería
  2. 2. <ul><li>Basics </li></ul><ul><li>Links </li></ul>
  3. 3. <ul><li>John Holland and The Nature </li></ul><ul><li>1950 contact with Computers </li></ul><ul><li>1960 start in University of Michigan and the Logic of computers group </li></ul><ul><li>Reading Genetic Theory of Natural Selection by R. A. Fisher </li></ul><ul><li>Adaptative Systems Theory (Course) </li></ul>
  4. 4. <ul><li>To imitate the Adaptative natural systems process </li></ul><ul><li>Design of Artificial systems that keep functions as Natural Systems </li></ul>
  5. 5. <ul><li>Holland’s Student </li></ul><ul><li>Industrial Engineer </li></ul><ul><li>Pipelines </li></ul><ul><li>GA Design using Apple II </li></ul><ul><li>ICGA´85. </li></ul>
  6. 6. <ul><li>A genetic or evolutionary algorithm applies the principles of evolution found in nature to the problem of finding an optimal solution to a Solver problem. In a &quot;genetic algorithm,&quot; the problem is encoded in a series of bit strings that are manipulated by the algorithm; in an &quot;evolutionary algorithm,&quot; the decision variables and problem functions are used directly. Most commercial Solver products are based on evolutionary algorithms. </li></ul>
  7. 7. <ul><li>Industrial Engineers </li></ul><ul><li>Chemical Engineers </li></ul><ul><li>Informatics Engineers </li></ul>
  8. 8. <ul><li> </li></ul><ul><li> </li></ul><ul><li>VIDEO Estudiante 1 </li></ul><ul><li>VIDEO Estudiante 2 </li></ul>
  9. 9. Javier Gramajo López [email_address]