Implementation of Genetic Algorithms in FPGA-based Systems

Name: Implementation of Genetic Algorithms in FPGA-based Systems
Brand: VDM Verlag Dr. Müller
SKU: 9783639209952
Price: 50.94 EUR
Availability: InStock

Approaches in a high-level language

Автор: Nahid Alam

Език:

Корици: С меки корици

Издател: VDM Verlag Dr. Müller

Наличност: Налично при издателя, по поръчка

Изпращаме след 17-27 дни

50.94 € 99.64 лв

Genetic Algorithms (GAs) are used to solve many optimization problems in science and engineering. GA...

Информация за книгата

Автор

Nahid Alam

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

EAN

9783639209952

Enbook ID

06828927

Издател

VDM Verlag Dr. Müller

Теглоt

123

Размери

150 x 4 x 4

Пълно описание

Genetic Algorithms (GAs) are used to solve many optimization problems in science and engineering. GA is a heuristics approach which relies largely on random numbers to determine the approximate solution of an optimization problem. We use the Mersenne Twister Algorithm (MTA) to generate a non-overlapping sequence of random numbers. The random numbers are generated from a state vector that consists of 624 elements. Our work on state vector generation and the GA implementation targets the solution of a flow-line scheduling problem where the flow-lines have jobs to process and the goal is to find a suitable completion time for all the jobs using a GA. To the best of our knowledge, all the FPGA implementations of GA use HDL. Our approach uses High-Level Language (HLL) to implement a GA in FPGA-based reconfigurable computing system, analyzes the performance and limitations of our design and suggests solution for future improvements.

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Implementation of Genetic Algorithms in FPGA-based Systems

Approaches in a high-level language

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също