Implementation of Genetic Algorithm in Polarization Control System

Name: Implementation of Genetic Algorithm in Polarization Control System
Brand: LAP Lambert Academic Publishing
SKU: 9786137379875
Price: 12038 HUF
Availability: InStock

Szerző: Ghazaleh Mamdoohi

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

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In this study, a polarization control system with an embedded genetic algorithm has been developed....

Információk a könyvről

Szerző

Ghazaleh Mamdoohi

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2018

oldal

EAN

9786137379875

Enbook ID

19064513

Kiadó

LAP Lambert Academic Publishing

Súly

131

Méretek

150 x 220 x 5

Teljes leírás

In this study, a polarization control system with an embedded genetic algorithm has been developed. The objective is to implement endless and accurate control with adaptive characteristic. To achieve this, Genetic Algorithm is used which consumes low size of memory besides providing high speed. To have an economic system, the PIC32MX microcontroller with 72 MHz speed is chosen. Throughout this study different genetic parameters have been examined to determine best genetic parameters for achieving the fastest execution time. The best genetic parameters which are population size, selection method, crossover probability and mutation probability are defined as 8×16 matrix, tournament method, 0.7 and 0.01 respectively. Referring to the earlier designs , this structures performs better with good flexibility and speed due to the genetic algorithm. Truly endless and adaptive operation is confirmed and this system is able to stabilize the polarization changes in 17 µs and 300 µs in the best and the worst case respectively. Apart from adaptive operation, this solution is also more economic in comparison to the FPGA solution with Look-Up-Table.

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Implementation of Genetic Algorithm in Polarization Control System

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