@inproceedings{532edc5b214d487487a3d871517faf86,
title = "Evaluation of genetic algorithm{\textquoteright}s selection methods",
abstract = "The focus of this paper is towards analyzing the performance of various selection methods in genetic algorithm. Genetic algorithm, a novel search and optimization algorithm produces optimum response. There exist different selections method available—plays a significant role in genetic algorithm performance. Three selection methods are taken into consideration in this study on travelling salesman problem. Experiments are performed for each selection methods and compared. Various statistical tests (F-test, Posthoc test) are conducted to explain the performance significance of each method.",
keywords = "Genetic algorithm, Ranking selection, Roulette wheel selection, Tournament selection, Travelling salesman problem",
author = "Pandey, {Hari Mohan} and Anupriya Shukla and Ankit Chaudhary and Deepti Mehrotra",
year = "2016",
month = feb,
day = "3",
doi = "10.1007/978-81-322-2752-6_72",
language = "English",
isbn = "9788132227502",
volume = "434",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer Verlag",
pages = "731--738",
editor = "Satapathy, {Suresh Chandra} and Mandal, {Jyotsna Kumar} and Udgata, {Siba K.} and Vikrant Bhateja",
booktitle = "Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016",
address = "Germany",
note = "3rd International Conference on Information Systems Design and Intelligent Applications, INDIA 2016 ; Conference date: 08-01-2016 Through 09-01-2016",
}