An Introduction to Genetic Algorithms

An Introduction to Genetic Algorithms This is the best general book on Genetic Algorithms written to date It covers background history and motivation it selects important informative examples of applications and discusses the use of Ge

  • Title: An Introduction to Genetic Algorithms
  • Author: Melanie Mitchell
  • ISBN: 9780262631853
  • Page: 488
  • Format: Paperback
  • This is the best general book on Genetic Algorithms written to date It covers background, history, and motivation it selects important, informative examples of applications and discusses the use of Genetic Algorithms in scientific models and it gives a good account of the status of the theory of Genetic Algorithms Best of all the book presents its material in clear, s This is the best general book on Genetic Algorithms written to date It covers background, history, and motivation it selects important, informative examples of applications and discusses the use of Genetic Algorithms in scientific models and it gives a good account of the status of the theory of Genetic Algorithms Best of all the book presents its material in clear, straightforward, felicitous prose, accessible to anyone with a college level scientific background If you want a broad, solid understanding of Genetic Algorithms where they came from, what s being done with them, and where they are going this is the book John H Holland, Professor, Computer Science and Engineering, and Professor of Psychology, The University of Michigan External Professor, the Santa Fe Institute Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own It focuses in depth on a small set of important and interesting topics particularly in machine learning, scientific modeling, and artificial life and reviews a broad span of research, including the work of Mitchell and her colleagues.

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      488 Melanie Mitchell
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      Posted by:Melanie Mitchell
      Published :2019-09-05T05:38:55+00:00

    One thought on “An Introduction to Genetic Algorithms”

    1. This is the first book I've read on GAs. The impression that it makes is that the field of Genetic Algorithms is nascent (or at least was, at the time of writing the book). I was hoping for solid insights into various issues related to GAs, like which problems are best suited for a GA based solution, how to design a GA for a given problem, how to choose the various primitives for a GA, and how to select various parameters However, I could find none of that. All that I saw was heuristics, heurist [...]

    2. Gran bella introduzione agli Algoritmi Genetici, buon bilanciamento fra esempi e teoria (due capitoli ciascuno). Inoltre, ottima parte finale con tutti i riferimenti per maggiori informazioni.(PS: ormai un po' datato.)

    3. The best book around on one of the most fascinating subjects around. Contains everything you need to know to start writing genetic algorithms.

    4. Genetic algorithms are very underwhelming. There should at least be a few captivating (nonbiological) examples, but this book presents very few successes.

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