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Genetic Algorithms

Language EnglishEnglish
Book Paperback
Book Genetic Algorithms Julia Carson
Libristo code: 16207470
Publishers Nova Science Publishers Inc, June 2017
In Chapter One, a revision and complementary analysis of three interesting cases where stochastic st... Full description
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In Chapter One, a revision and complementary analysis of three interesting cases where stochastic strategies are applied to get the optimal design of intensified schemes is presented. The revisited cases include multicomponent, extractive and reactive thermally coupled distillation. Chapter Two performs parameter optimisation on a genetic algorithm to skip the tuning parameter process during unmanned aerial vehicle path planning. Results show that truncation selection at 20% is highly recommended for genetic algorithm path planning application because of its low average path and computational costs. Chapter 3 describes the calibration of the numerical model of the Monte da Virgem telecommunications tower, located near the city of Porto, Portugal. The calibration of the numerical model of the tower relies on the application of an iterative method based on a genetic algorithm. Chapter 4 describes the genetic algorithm-based calibration procedure for a microscopic traffic simulation model, focusing on freeways and modern roundabouts. For both case studies, the genetic algorithm tool in MATLAB® was applied in order to reach the convergence between the outputs from Aimsun microscopic simulator and the observed data.

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About the book

Full name Genetic Algorithms
Author Julia Carson
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 90
EAN 9781536118568
ISBN 9781536118568
Libristo code 16207470
Weight 192
Dimensions 233 x 156 x 10
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