A GUI Driven Platform for Implementing Evolutionary Algorithms in Java
Author : Reza Etemadi
Publisher :
Page : pages
File Size : 49,24 MB
Release : 2014
Category :
ISBN :
Applied Evolutionary Algorithms in Java
Author : Robert Ghanea-Hercock
Publisher : Springer Science & Business Media
Page : 232 pages
File Size : 16,67 MB
Release : 2013-03-20
Category : Computers
ISBN : 0387216154
Book Description
This book is intended for students, researchers, and professionals interested in evolutionary algorithms at graduate and postgraduate level. No mathematics beyond basic algebra and Cartesian graphs methods is required, as the aim is to encourage applying the JAVA toolkit to develop an appreciation of the power of these techniques.
Applications of Evolutionary Computing
Author : Anna I. Esparcia-Alcázar
Publisher : Springer
Page : 663 pages
File Size : 42,7 MB
Release : 2013-03-12
Category : Computers
ISBN : 3642371922
Book Description
This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 65 revised full papers presented were carefully reviewed and selected from 119 submissions. EvoApplications 2013 consisted of the following 12 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary computation in robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).
Genetic Algorithms in Java Basics
Author : Lee Jacobson
Publisher : Apress
Page : 162 pages
File Size : 46,41 MB
Release : 2015-11-28
Category : Computers
ISBN : 1484203283
Book Description
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
Evolutionary Algorithms in Engineering Applications
Author : Dipankar Dasgupta
Publisher : Springer Science & Business Media
Page : 561 pages
File Size : 29,79 MB
Release : 2013-06-29
Category : Computers
ISBN : 3662034239
Book Description
Evolutionary algorithms are general-purpose search procedures based on the mechanisms of natural selection and population genetics. They are appealing because they are simple, easy to interface, and easy to extend. This volume is concerned with applications of evolutionary algorithms and associated strategies in engineering. It will be useful for engineers, designers, developers, and researchers in any scientific discipline interested in the applications of evolutionary algorithms. The volume consists of five parts, each with four or five chapters. The topics are chosen to emphasize application areas in different fields of engineering. Each chapter can be used for self-study or as a reference by practitioners to help them apply evolutionary algorithms to problems in their engineering domains.
Structured Object-Oriented Formal Language and Method
Author : Shaoying Liu
Publisher : Springer
Page : 223 pages
File Size : 30,56 MB
Release : 2016-03-17
Category : Computers
ISBN : 3319312200
Book Description
This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Structured Object-Oriented Formal Language and Method, SOFL+MSVL 2015, held in Paris, France, in November 2015. The 15 papers presented in this volume were carefully reviewed and selected from 22 submissions. The focus of this workshops was on following subjects: Modeling, specification, verification, model checking, testing, debugging, transformation, and algorithm.
Evolutionary Algorithms
Author : Alain Petrowski
Publisher : John Wiley & Sons
Page : 262 pages
File Size : 43,68 MB
Release : 2017-04-12
Category : Computers
ISBN : 1119136385
Book Description
Evolutionary algorithms are bio-inspired algorithms based on Darwin’s theory of evolution. They are expected to provide non-optimal but good quality solutions to problems whose resolution is impracticable by exact methods. In six chapters, this book presents the essential knowledge required to efficiently implement evolutionary algorithms. Chapter 1 describes a generic evolutionary algorithm as well as the basic operators that compose it. Chapter 2 is devoted to the solving of continuous optimization problems, without constraint. Three leading approaches are described and compared on a set of test functions. Chapter 3 considers continuous optimization problems with constraints. Various approaches suitable for evolutionary methods are presented. Chapter 4 is related to combinatorial optimization. It provides a catalog of variation operators to deal with order-based problems. Chapter 5 introduces the basic notions required to understand the issue of multi-objective optimization and a variety of approaches for its application. Finally, Chapter 6 describes different approaches of genetic programming able to evolve computer programs in the context of machine learning.
Artificial Intelligence and Evolutionary Algorithms in Engineering Systems
Author : L. Padma Suresh
Publisher : Springer
Page : 831 pages
File Size : 21,92 MB
Release : 2014-11-01
Category : Technology & Engineering
ISBN : 8132221265
Book Description
The book is a collection of high-quality peer-reviewed research papers presented in Proceedings of International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems (ICAEES 2014) held at Noorul Islam Centre for Higher Education, Kumaracoil, India. These research papers provide the latest developments in the broad area of use of artificial intelligence and evolutionary algorithms in engineering systems. The book discusses wide variety of industrial, engineering and scientific applications of the emerging techniques. It presents invited papers from the inventors/originators of new applications and advanced technologies.
Theory of Evolutionary Algorithms and Application to System Synthesis
Author : Tobias Blickle
Publisher : vdf Hochschulverlag AG
Page : 278 pages
File Size : 14,56 MB
Release : 1997
Category : Computers
ISBN : 9783728124333
Book Description
The Blind Watchmaker
Author : Charles Simonyi Professor of the Public Understanding of Science Richard Dawkins
Publisher : Turtleback Books
Page : 0 pages
File Size : 23,45 MB
Release : 1996-09-17
Category : Evolution (Biology)
ISBN : 9780613913812
Book Description
Patiently and lucidly, this Los Angeles Times Book Award and Royal Society of Literature Heinemann Prize winner identifies the aspects of the theory of evolution that people find hard to believe and removes the barriers to credibility one by one. As readable and vigorous a defense of Darwinism as has been published since 1859.--The Economist.
