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Authors: Cinmayii Manliguez 1 ; Princess Cuabo 2 ; Ritchie Mae Gamot 2 and Kim Dianne Ligue 2

Affiliations: 1 University of the Philippines and University of the Philippines Mindanao, Philippines ; 2 University of the Philippines, Philippines

Keyword(s): Garbage Collection, Routing Optimization, Travelling Salesman Problem, Discretization, Metaheuristics.

Abstract: Modified Discrete Firefly - Simulated Annealing (MDF-SA) Algorithm was used to solve travelling salesman problem (TSP) using the tanh function for discretization. MDF-SA was tested on four (4) data instances from TSPLIB and the Davao City solid waste collection routing system. The objective of this study is to evaluate and compare MDF-SA with MDFA in terms of running time and solution quality. The data set selected from the TSPLIB are ST70, PR152, GR431, and TS225. The Davao City solid waste collection routing system is used in the hopes of finding a better solution from the current. Results show that MDF-SA and MDFA perform almost equally well on the data sets PR152 and GR43. MDFA performs better on using the TS225 data set, but MDF-SA performs much better on ST70. In general, the hybrid algorithm has produced better route system quality of the Davao City solid waste collection than the MDFA.

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Paper citation in several formats:
Manliguez, C.; Cuabo, P.; Gamot, R. and Ligue, K. (2017). Solid Waste Collection Routing Optimization using Hybridized Modified Discrete Firefly Algorithm and Simulated Annealing - A Case Study in Davao City, Philippines. In Proceedings of the 3rd International Conference on Geographical Information Systems Theory, Applications and Management - GISTAM; ISBN 978-989-758-252-3; ISSN 2184-500X, SciTePress, pages 50-61. DOI: 10.5220/0006322500500061

@conference{gistam17,
author={Cinmayii Manliguez. and Princess Cuabo. and Ritchie Mae Gamot. and Kim Dianne Ligue.},
title={Solid Waste Collection Routing Optimization using Hybridized Modified Discrete Firefly Algorithm and Simulated Annealing - A Case Study in Davao City, Philippines},
booktitle={Proceedings of the 3rd International Conference on Geographical Information Systems Theory, Applications and Management - GISTAM},
year={2017},
pages={50-61},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006322500500061},
isbn={978-989-758-252-3},
issn={2184-500X},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Geographical Information Systems Theory, Applications and Management - GISTAM
TI - Solid Waste Collection Routing Optimization using Hybridized Modified Discrete Firefly Algorithm and Simulated Annealing - A Case Study in Davao City, Philippines
SN - 978-989-758-252-3
IS - 2184-500X
AU - Manliguez, C.
AU - Cuabo, P.
AU - Gamot, R.
AU - Ligue, K.
PY - 2017
SP - 50
EP - 61
DO - 10.5220/0006322500500061
PB - SciTePress

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