Parallel Genetic Algorithms is popular PDF and ePub book, written by Gabriel Luque in 2011-06-15, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Parallel Genetic Algorithms can be Read Online from any device for your convenience.
Parallel Genetic Algorithms Book PDF Summary
This book is the result of several years of research trying to better characterize parallel genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers can learn how to solve complex tasks by reducing their high computational times. Dealing with two scientific fields (parallelism and GAs) is always difficult, and the book seeks at gracefully introducing from basic concepts to advanced topics. The presentation is structured in three parts. The first one is targeted to the algorithms themselves, discussing their components, the physical parallelism, and best practices in using and evaluating them. A second part deals with the theory for pGAs, with an eye on theory-to-practice issues. A final third part offers a very wide study of pGAs as practical problem solvers, addressing domains such as natural language processing, circuits design, scheduling, and genomics. This volume will be helpful both for researchers and practitioners. The first part shows pGAs to either beginners and mature researchers looking for a unified view of the two fields: GAs and parallelism. The second part partially solves (and also opens) new investigation lines in theory of pGAs. The third part can be accessed independently for readers interested in applications. The result is an excellent source of information on the state of the art and future developments in parallel GAs.
Detail Book of Parallel Genetic Algorithms PDF
- Author : Gabriel Luque
- Release : 15 June 2011
- Publisher : Springer Science & Business Media
- ISBN : 9783642220838
- Genre : Computers
- Total Page : 173 pages
- Language : English
- PDF File Size : 17,9 Mb
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