Open Access   Article Go Back

Effective Loading of Goods into the Container using Garden Optimization Algorithm

R. Sathish Kumar1

Section:Research Paper, Product Type: Journal Paper
Volume-07 , Issue-16 , Page no. 8-11, May-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7si16.811

Online published on May 18, 2019

Copyright © R. Sathish Kumar . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

View this paper at   Google Scholar | DPI Digital Library

How to Cite this Paper

  • IEEE Citation
  • MLA Citation
  • APA Citation
  • BibTex Citation
  • RIS Citation

IEEE Style Citation: R. Sathish Kumar, “Effective Loading of Goods into the Container using Garden Optimization Algorithm,” International Journal of Computer Sciences and Engineering, Vol.07, Issue.16, pp.8-11, 2019.

MLA Style Citation: R. Sathish Kumar "Effective Loading of Goods into the Container using Garden Optimization Algorithm." International Journal of Computer Sciences and Engineering 07.16 (2019): 8-11.

APA Style Citation: R. Sathish Kumar, (2019). Effective Loading of Goods into the Container using Garden Optimization Algorithm. International Journal of Computer Sciences and Engineering, 07(16), 8-11.

BibTex Style Citation:
@article{Kumar_2019,
author = {R. Sathish Kumar},
title = {Effective Loading of Goods into the Container using Garden Optimization Algorithm},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2019},
volume = {07},
Issue = {16},
month = {5},
year = {2019},
issn = {2347-2693},
pages = {8-11},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=1270},
doi = {https://doi.org/10.26438/ijcse/v7i16.811}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i16.811}
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=1270
TI - Effective Loading of Goods into the Container using Garden Optimization Algorithm
T2 - International Journal of Computer Sciences and Engineering
AU - R. Sathish Kumar
PY - 2019
DA - 2019/05/18
PB - IJCSE, Indore, INDIA
SP - 8-11
IS - 16
VL - 07
SN - 2347-2693
ER -

           

Abstract

The aim of this work is to load the goods into the container using the Garden Optimization Algorithm (GOA) to secure goods delivery. Using BR datasets, the effectiveness of the proposed approach was demonstrated and compared with various Bio inspired optimization algorithms. It is observed from the experiment that the proposed GOA is being implemented and fulfills the goal of optimally loading the goods into the container. It is also observed that the order in which the goods are placed in the container is optimal than other competitive optimization algorithms.

Key-Words / Index Term

Container loading, Garden Optimization algorithm, secure delivery, Optimization algorithm

References

[1] Xueping Li, Kaike Zhang 3015, ‘A hybrid differential evolution algorithm for multiple container loading problem with heterogeneous containers’, Computers & Industrial Engineering, vol. 90, no. 7, pp. 105-111.
[2] Tansel Dokeroglu, Ahmet Cosar 3014, ‘Optimization of one dimensional Bin Packing Problem with island parallel grouping genetic algorithms’, Computers & Industrial Engineering, vol. 75, no. 1, pp. 176-186.
[3] Kyungdaw Kang, Ilkyeong Moon, HongfengWang 3013, ‘A hybrid genetic algorithm with a new packing strategy for the three dimensional bin packing problem’, Applied Mathematics and Computation, vol. 319, no. 1, pp. 1387-1399.
[4] D.S.Liu K.C.Tan, S.Y.Huang, C.K.Goh, W.K.Ho 3008, ‘On solving multiobjective bin packing problems using evolutionary particle swarm optimization’, European Journal of Operational Research, vol. 190, no. 3, pp. 157-183.
[5] Teodor Gabriel Crainic, Luca Gobbato, Guido Perboli, Walter Rei 3016, ‘Logistics capacity planning: A stochastic bin packing formulation and a progressive hedging metaheuristic’, European Journal of Operational Research, vol. 351, no. 3, pp. 404-417.
[6] Alessio Trivella, David Pisinger 3016, ‘The load balanced multidimensional bin packing problem’, Computers & Operations Research, vol. 74, no. 4, pp. 153-164.
[7] Antonio G.Ramos, Elsa Silva, Jose F. Oliveira 3018, ‘A new load balance methodology for container loading problem in road transportation’, European Journal of Operational Research, vol. 366, no. 1, pp. 1140-1153.
[8] Galrao Ramos, Jose F. Oliveira, Jose F. Goncalves, Manuel P. Lopes 3016, ‘A container loading algorithm with static mechanical equilibrium stability constraints’, Transportation Research Part B: Methodological, vol. 91, no. 1, pp. 565-581.
[9] I. Araya, M. C. Riff 3014, ‘A beam search approach to the container loading problem’, Computers & Operations Research, vol. 41, no. 1, pp. 100-107.
[10] Turkay Derelia, Gulesin Sena Das 3011, ‘A hybrid ‘bee(s) algorithm’ for solving container loading problems’, Applied Soft Computing, vol. 11, no. 3, pp. 3854-3863.
[11] container loading problem’, Computers & Operations Research, vol. 19, no. 3, pp. 179-190.