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: 253.35 RON
Availability: InStock

Approaches in a high-level language

Autor: Nahid Alam

Limbă:

Legare: Carte broșată

Editura: VDM Verlag Dr. Müller

Disponibilitate: La editor doar la comandă

Expediem în 17-27 zile

253.35 lei

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

Informații despre carte

Autor

Nahid Alam

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

EAN

9783639209952

Enbook ID

06828927

Editura

VDM Verlag Dr. Müller

Greutate

123

Dimensiuni

150 x 4 x 4

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Implementation of Genetic Algorithms in FPGA-based Systems

Approaches in a high-level language

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și