Genetic Algorithms in Java Basics
(Sprache: Englisch)
Genetic Algorithms in Java Basics is a brief introduction to solving problems using genetic algorithms, with working projects and solutions written in the Java programming language. This brief book will guide you step-by-step through various implementations...
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Klappentext zu „Genetic Algorithms in Java Basics “
Genetic Algorithms in Java Basics is a brief introduction to solving problems using genetic algorithms, with working projects and solutions written in the Java programming language. This brief book will guide you step-by-step through various implementations of genetic algorithms and some of their common applications, with the aim to give you a practical understanding allowing you to solve your own unique, individual problems. After reading this book you will be comfortable with the language specific issues and concepts involved with genetic algorithms and you'll have everything you need to start building your own. Genetic algorithms are frequently used to solve highly complex real world problems and with this book you too can harness their problem solving capabilities. Understanding how to utilize and implement genetic algorithms is an essential tool in any respected software developers toolkit. So step into this intriguing topic and learn how you too can improve your software with genetic algorithms, and see real Java code at work which you can develop further for your own projects and research.
- Guides you through the theory behind genetic algorithms
- Explains how genetic algorithms can be used for software developers trying to solve a range of problems
- Provides a step-by-step guide to implementing genetic algorithms in Java
Inhaltsverzeichnis zu „Genetic Algorithms in Java Basics “
1. Introduction to Genetic Algorithms.- 2. Implementing A Genetic Algorithm in Java.-
3. Evolving Robot Controls with GA.-
4. The Traveling Salesman Problem.-
5. Scheduling Problems with GA.-
6. Optimization Strategies with GA.
Autoren-Porträt von Lee Jacobson, Burak Kanber
Lee Jacobson is aprofessional freelance software developer from Bristol, England who first beganwriting code at the age of 15 while trying to write his own games. His interestsoon transitioned to software development and computer science which led him tothe field of artificial intelligence. He found a passion for the subject after studyingGenetic Algorithms and other optimization techniques at university. He wouldoften enjoy spending his evenings learning about optimization algorithms suchas genetic algorithms and how he could use them to solve various problems.
Bibliographische Angaben
- Autoren: Lee Jacobson , Burak Kanber
- 2015, 1st ed., XV, 154 Seiten, Masse: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1484203291
- ISBN-13: 9781484203293
- Erscheinungsdatum: 27.11.2015
Sprache:
Englisch
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