Journal of Applied Business and Technology
Vol. 1 No. 1 (2020): Journal of Applied Business and Technology

APPLICATION OF GENETIC ALGORITHM IN TOURISM ROUTE OPTIMIZATION IN PEKANBARU CITY

Eri Yanto (Institut Bisnis dan Teknologi Pelita Indonesia)
Ramalia Noratama Putri (Institut Bisnis dan Teknologi Pelita Indonesia)

Article Info

Publish Date
20 Jan 2020

Abstract

The number of tourist attractions that are not yet well known, reinforced by the release of Pekanbaru City Government data that the tourism sector only accounts for about 0.9% of the national tourism sector. Therefore, this study aims to optimize the determination of Pekanbaru city tourist travel routes by using genetic algorithms or Genetic Algorithms. Genetic algortima process generally consists of several stages, starting from the initial generation, determination of fitness, crossover stage, mutation to the generation of advanced stages. With an accuracy rate of the best offered solutions reaching around 88% and an average solution search of about 19 seconds per iteration on a constant 100x trial, the results of this study can be used to help general users or Tour & Travel businesses in determining travel routes more optimal travel and a better travel experience.

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Journal Info
Journal of Applied Business and Technology
Website

Abbrev

JABT

Publisher

INSTITUT BISNIS DAN TEKNOLOGI PELITA INDONESIA

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance

Description

JABT (Journal of Applied Business and Technology) is a media for exploration and discussion about Business Management and Technological problems arised in the society. It includes scientific articles in the form of research results, theory application, analytical studies, and literature studies on ...