Evolutionary Optimization in Dynamic Environments

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Computer Science, General Computing
Cover of the book Evolutionary Optimization in Dynamic Environments by Jürgen Branke, Springer US
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jürgen Branke ISBN: 9781461509110
Publisher: Springer US Publication: December 6, 2012
Imprint: Springer Language: English
Author: Jürgen Branke
ISBN: 9781461509110
Publisher: Springer US
Publication: December 6, 2012
Imprint: Springer
Language: English

Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have proven to be effective and robust problem solvers for a broad range of static real-world optimization problems. Yet, since they are based on the principles of natural evolution, and since natural evolution is a dynamic process in a changing environment, EAs are also well suited to dynamic optimization problems. Evolutionary Optimization in Dynamic Environments is the first comprehensive work on the application of EAs to dynamic optimization problems. It provides an extensive survey on research in the area and shows how EAs can be successfully used to

  • continuously and efficiently adapt a solution to a changing environment,
  • find a good trade-off between solution quality and adaptation cost,
  • find robust solutions whose quality is insensitive to changes in the environment,
  • find flexible solutions which are not only good but that can be easily adapted when necessary.

All four aspects are treated in this book, providing a holistic view on the challenges and opportunities when applying EAs to dynamic optimization problems. The comprehensive and up-to-date coverage of the subject, together with details of latest original research, makes Evolutionary Optimization in Dynamic Environments an invaluable resource for researchers and professionals who are dealing with dynamic and stochastic optimization problems, and who are interested in applying local search heuristics, such as evolutionary algorithms.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have proven to be effective and robust problem solvers for a broad range of static real-world optimization problems. Yet, since they are based on the principles of natural evolution, and since natural evolution is a dynamic process in a changing environment, EAs are also well suited to dynamic optimization problems. Evolutionary Optimization in Dynamic Environments is the first comprehensive work on the application of EAs to dynamic optimization problems. It provides an extensive survey on research in the area and shows how EAs can be successfully used to

All four aspects are treated in this book, providing a holistic view on the challenges and opportunities when applying EAs to dynamic optimization problems. The comprehensive and up-to-date coverage of the subject, together with details of latest original research, makes Evolutionary Optimization in Dynamic Environments an invaluable resource for researchers and professionals who are dealing with dynamic and stochastic optimization problems, and who are interested in applying local search heuristics, such as evolutionary algorithms.

More books from Springer US

Cover of the book Bacterial Infections of Humans by Jürgen Branke
Cover of the book Translational Neuroscience by Jürgen Branke
Cover of the book English for Academic Correspondence and Socializing by Jürgen Branke
Cover of the book Residential Exposure Assessment by Jürgen Branke
Cover of the book Silent Myocardial Ischemia by Jürgen Branke
Cover of the book Managing Community Health Services by Jürgen Branke
Cover of the book Plant-microbe Interactions 2 by Jürgen Branke
Cover of the book Students with Both Gifts and Learning Disabilities by Jürgen Branke
Cover of the book The American Father by Jürgen Branke
Cover of the book Future Orientation by Jürgen Branke
Cover of the book The Cognitive Foundations of Personality Traits by Jürgen Branke
Cover of the book Strategies in E-Business by Jürgen Branke
Cover of the book Alcohol and the Brain by Jürgen Branke
Cover of the book The Nature of Ball Lightning by Jürgen Branke
Cover of the book Computer-Supported Collaborative Learning at the Workplace by Jürgen Branke
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy