Genetic Algorithm: Step by Step Solution for Agric. Extension Agents的封面
书籍主题:

Genetic Algorithm: Step by Step Solution for Agric. Extension Agents

LAP LAMBERT Academic Publishing (2015-09-14 )

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ISBN-13:

978-3-659-78173-5

ISBN-10:
3659781738
EAN:
9783659781735
书籍语言:
英文
作品简介:
Time and resource management has become an issue in our day to day work. Routine problem of agricultural extension agents for dissemination of new technology to local farmers continue to be cumbersome as the time, money and other resources are scarce and limited. It is then important for effective agricultural extension agent to be able to maximize all this resources by using a shortest route in order to save cost and time with proper technology delivery.Genetic algorithm simulates the logic of Darwinian selection as observed in the biological evolutionary process (Cells’ division, DNA, Mutation, etc) to solve problems. They are based on one hand on a heuristic gradient ascension method (selection and crossover) and in another hand on a semi-random exploration method (Mutation). In this research work, application of genetic algorithms was explored for the optimization problem embodied in the transit problem of agricultural extension agents in disseminating new innovation and technological advancement in agriculture in order to achieve vision 2020 . An order representation for the cost matrix for 10 cities and chromosomes was used. The result revealed that GA can solve the problem
出版社 :
LAP LAMBERT Academic Publishing
网址:
https://www.lap-publishing.com/
由(作者):
Idowu Olugbenga Adewumi
页码 :
136
发表日期:
2015-09-14
现货:
备有现货
类别:
其它
价格:
55.90 €
关键词:
CROSSOVER, genetic algorithm, mutation, chromosome and selection

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