Free PDF Genetic Algorithms in C++, by Scott Robert Ladd
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Genetic Algorithms in C++, by Scott Robert Ladd
Free PDF Genetic Algorithms in C++, by Scott Robert Ladd
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Amazon.com Review
This is a C++ programmer's introduction to genetic algorithms. The accompanying disk contains a fully functioning genetic algorithm system called FORGE (program FOR Genetic algorithm Experimentation). Ladd does not delve into the theory behind genetic algorithms, but instead focuses on implementation details. The software code is illustrated with a variety of problems, including the prisoner's dilemma, the traveling artist problem (a version of the traveling salesman problem in which the salesman does not know the distances between points), and maze traversal. Ladd also briefly discusses genetic programming.
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Product details
Paperback: 363 pages
Publisher: M & T Books; Pap/Dsk edition (December 1, 1995)
Language: English
ISBN-10: 1558514597
ISBN-13: 978-1558514591
Product Dimensions:
7.2 x 1.2 x 9.5 inches
Shipping Weight: 1.6 pounds
Average Customer Review:
3.8 out of 5 stars
3 customer reviews
Amazon Best Sellers Rank:
#1,668,078 in Books (See Top 100 in Books)
This is an excellent introduction to genetic algorithms. It is best if you know a little bit about software but the book is so well written that even someone who knows nothing about programming will be able to grasp the basic concepts. I had never heard of genetic algorithms before reading this book. When I tried the first "black box" program I was amazed at how quickly the GA found the solution. Seeing evolution in action had a profound impact on me. If some fundamentalist creationists read this book, and saw how natural selection can be used to find creative solutions to difficult problems, it might open their minds to Darwin.This book deals with a wide variety of intersting and practical topics such as random number generators and finite state machines. I found the section on robotic ants to be the most interesting. It almost makes you wonder if it is possible to create life in a computer (I guess it depends on how you define life).The only minor complaint I have is that the examples are written for Microsoft Windows which means that the code is cluttered with a lot of GUI garbage. I would have preferred plain old C or C++ or even pseudo code.
As with my other old books, I'm updating this one.
Page after page of MFC code that should not have been in print, but rather in the accompanying CD. Not enough text and very shallow on dealing with the subject at hand. There are small introductory web pages that will teach you more about GA and their C++ implementation than this book will.
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