Page 206 - IJOCTA-15-4

Z. Chen et al. / IJOCTA, Vol.15, No.4, pp.738-749 (2025)
References 17. Huang S, Yang K, Qi S, Wang R. When large
language model meets optimization. Swarm Evol
1. Karunathilake AN, Fernando A. Identifying the
Comput. 2024;90:101663.
key influencing factors for the growth of air
18. Yang C, Wang X, Lu Y, et al. Large lan-
cargo demand. J Glob Oper Strateg Sourc.
guage models as optimizers. arXiv preprint
2024;17(2):368-383.
arXiv:2309.03409. Published 2023.
2. Nath P, Upadhyay RK. Reformation and op-
19. Kaluzny BL, Shaw RD. Optimal aircraft load bal-
timization of cargo handling operation at In-
ancing. Int Trans Oper Res. 2009;16(6):767-787.
dian air cargo terminals. J Air Transp Res Soc.
20. Macalintal JMV, Ubando AT. Optimal air-
2024;2:100022.
craft payload weight and balance using fuzzy
3. Du Y, Chen F, Fan X, Zhang L, Liang H. Re-
linear programming model. Chem Eng Trans.
search on cargo-loading optimization based on ge-
2023;103:613-618.
netic and fuzzy integration. J Intell Fuzzy Syst.
21. Zhao X, Yuan Y, Dong Y, Zhao R. Opti-
2021;40(4):8493-8500.
mization approach to the aircraft weight and
4. Brandt F, Nickel S. The air cargo load planning
balance problem with the centre of gravity
problem: a consolidated problem definition and
envelope constraints. IET Intell Transp Syst.
literature review on related problems. Eur J Oper
2021;15(10):1269-1286.
Res. 2019;275(2):399-410.
22. Mongeau M, Bes C. Optimization of aircraft con-
5. Mesquita AC, Sanches CA. Air cargo load and
tainer loading. IEEE Trans Aerosp Electron Syst.
route planning in pickup and delivery operations.
2003;39(1):140-150.
Expert Syst Appl. 2024;249:123711.
23. Agbas E, Kusakci AO. A simulation approach
6. Zhao X, Dong Y, Zuo L. A combinatorial opti-
for aircraft cargo loading considering weight and
mization approach for air cargo palletization and
balance constraints. Int J Bus Ecosyst Strateg.
aircraft loading. Mathematics. 2023;11(13):2798.
2021;3(1):21-31.
7. Gajda M, Trivella A, Mansini R, Pisinger D.
24. Vancroonenburg W, Verstichel J, Tavernier K,
An optimization approach for a complex real-
Vanden Berghe G. Automatic air cargo selection
life container loading problem. Omega (Oxford).
and weight balancing: a mixed integer program-
2022;107:102559.
ming approach. Transp Res E Logist Transp Rev.
8. Dahmani N, Krichen S. On solving the bi-
2014;65:70-83.
objective aircraft cargo loading problem. In: Proc
25. Limbourg S, Schyns M, Laporte G. Automatic
ICMSAO 2013. IEEE; 2013:1-6.
aircraft cargo load planning. J Oper Res Soc.
9. Dahmani N, Krichen S. Solving a load balancing
2012;63(9):1271-1283.
problem with a multi-objective particle swarm op-
26. Traversa FL. Aircraft loading optimization:
timisation approach: application to aircraft cargo
memcomputing the 5th Airbus problem. arXiv
transportation. Int J Oper Res. 2016;27(1-2):62-
preprint arXiv:1903.08189. Published 2019.
84.
27. Yan S, Shih YL, Shiao FY. Optimal cargo con-
10. Chenguang Y, Hu L, Yuan G. Load planning of
tainer loading plans under stochastic demands for
transport aircraft based on hybrid genetic algo-
air express carriers. Transp Res E Logist Transp
rithm. In: Proc MATEC 2018. Vol 179. EDP Sci-
Rev. 2008;44(3):555-575.
ences; 2018:01007.
28. Lurkin V, Schyns M. The airline container load-
11. Zhu L, Wu Y, Smith H, Luo J. Optimisation of
ing problem with pickup and delivery. Eur J Oper
containerised air cargo forwarding plans consider-
Res. 2015;244(3):955-965.
ing a hub consolidation process with cargo load-
29. Totamane R, Dasgupta A, Rao S. Air cargo de-
ing. J Oper Res Soc. 2023;74(3):777-796.
mand modeling and prediction. IEEE Syst J.
12. Bi X, Chen D, Chen G, et al. Deepseek LLM:
2012;8(1):52-62.
scaling open-source language models with longter-
30. Nayak V, Sahu V. Quantum approach to opti-
mism. arXiv preprint arXiv:2401.02954. Pub-
mize aircraft cargo loading. In: Proc Int Conf
lished 2024.
Trends Quantum Comput Emerg Bus Technol
13. Achiam J, Adler S, Agarwal S, et al. GPT-4 tech-
(TQCEBT). IEEE; 2022:1-6.
nical report. arXiv preprint arXiv:2303.08774.
31. Shunzhi Z, Wenxing H. An improved optimiza-
Published 2023.
tion algorithm for the container loading problem.
14. Zhang S, Roller S, Goyal N, et al. OPT: open
In: Proc WRI 2009. Vol 2. IEEE; 2009:46-49.
pre-trained transformer language models. arXiv
32. Sahun Y, Sikirda Y, Tymochko O. Application
preprint arXiv:2205.01068. Published 2022.
of computer load optimization model in an air-
15. Naveed H, Khan AU, Qiu S, et al. A compre-
craft load planning process. In: Encyclopedia of
hensive overview of large language models. arXiv
Information Science and Technology, Sixth Edi-
preprint arXiv:2307.06435. Published 2023.
tion. IGI Global; 2025:1-20.
16. Chang Y, Wang X, Wang J, et al. A survey on
33. Heidelberg KR, Parnell GS, Ames JE IV. Au-
evaluation of large language models. ACM Trans
tomated air load planning. Nav Res Logist.
Intell Syst Technol. 2024;15(3):1-45.
1998;45(8):751-768.
748