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Can I read Efficient and Accurate Parallel Genetic Algorithms (Genetic Algorithms and Evolutionary Computation 1) (Genetic Algorithms and Evolutionary Computation) on EtoBox?
Efficient and Accurate Parallel Genetic Algorithms (Genetic Algorithms and Evolutionary Computation 1) (Genetic Algorithms and Evolutionary Computation) by Erick Cantú-Paz (auth.) is a nonfiction available to read on EtoBox.
What is Efficient and Accurate Parallel Genetic Algorithms (Genetic Algorithms and Evolutionary Computation 1) (Genetic Algorithms and Evolutionary Computation) about?
As genetic algorithms (GAs) become increasingly popular, they are applied to difficult problems that may require considerable computations. In such cases, parallel implementations of GAs become necessary to reach high-quality solutions in reasonable times. But, even though their mechanics are simple, parallel GAs are complex non-linear algorithms that are controlled by many parameters, which are not well understood. __Efficient and Accurate Parallel Genetic Algorithms__ is about the design of parallel GAs. It presents theoretical developments that improve our understanding of the effect of the algorithm's parameters on its search for quality and efficiency. These developments are used to formulate guidelines on how to choose the parameter values that minimize the execution time while consistently reaching solutions of high quality. __Efficient and Accurate Parallel Genetic Algorithms__ can be read in several ways, depending on the readers' interests and their previous knowledge about these algorithms. Newcomers to the field will find the background material in each chapter useful to become acquainted with previous work, and to understand the problems that must be faced to design ef
Who reads Efficient and Accurate Parallel Genetic Algorithms (Genetic Algorithms and Evolutionary Computation 1) (Genetic Algorithms and Evolutionary Computation)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Erick Cantú-Paz (auth.)
- Publisher
- Springer Science+Business Media, LLC
- Published
- 2001
- Language
- EN
- ISBN
- 9781461369646
- Category
- nonfiction
- Subjects
- Computer Science, Mathematics, Science
Other editions & translations
- Modern Fluid Dynamics: Basic Theory and Selected Applications in Macro- and Micro-Fluidics (Fluid Mechanics and Its Applications (87)) (2010)
- Frontiers of Evolutionary Computation (2004)
- Efficient and Accurate Parallel Genetic Algorithms (Genetic Algorithms and Evolutionary Computation 1) (Genetic Algorithms and Evolutionary Computation) (2012)
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