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Development of a Modified Ant Colony Algorithm for Order Scheduling in Food Processing Plants Cover

Development of a Modified Ant Colony Algorithm for Order Scheduling in Food Processing Plants

Open Access
|Apr 2023

References

  1. [1] A. Oliinyk, S. Skrupsky, S. Subbotin, I. Korobiichuk, “Parallel Method of Production Rules Extraction Based on Computational Intelligence”, Automatic Control and Computer Sciences, 2017, Vol. 51, No. 4, 2017, pp. 215–223. 10.3103/S0146411617040058
  2. [2] I. Korobiichuk, A. Ladaniuk, V. Ivashchuk, “Features of Control for Multi-assortment Technological Process”, n: Szewczyk R., Krejsa J., Nowicki M., Ostaszewska-Liżewska A. (eds) Mechatronics 2019: Recent Advances Towards Industry 4.0. ME-CHATRONICS 2019. Advances in Intelligent Systems and Computing, vol 1044. Springer, Cham, 2020, pp. 214-221. 10.1007/978-3-030-29993-4_27
  3. [3] I. Korobiichuk, A. Ladanyuk, N. Zaiets, L. Vlasenko, “Modern development technologies and investigation of food production technological complex automated systems”. In: ACM International Conference Proceeding Series. 2nd International Conference on Mechatronics Systems and Control Engineering ICMSCE 2018, February 21-23, 2018, Amsterdam, Netherlands. 52-57, 10.1145/3185066.3185075
  4. [4] V. Tregub, I. Korobiichuk, O. Klymenko, A. Byrchenko, K. Rzeplińska-Rykała, “Neural Network Control Systems for Objects of Periodic Action with Non-linear Time Programs”. In: Szewczyk R., Zieliński C., Kaliczyńska M. (eds) Automation 2019. AUTOMATION 2019. Advances in Intelligent Systems and Computing, vol 920. Springer, Cham, pp. 155-164 (2020), 10.1007/978-3-030-13273-6_16
  5. [5] I. Korobiichuk, A. Lobok, B. Goncharenko, N. Savitska, M. Sych, L. Vihrova, “The Problem of the Optimal Strategy of Minimax Control by Objects with Distributed Parameters”. In: Szewczyk R., Zieliński C., Kaliczyńska M. (eds) Automation 2019. AUTOMATION 2019. Advances in Intelligent Systems and Computing, vol 920. Springer, Cham, 2020, pp. 77-85. 10.1007/978-3-030-13273-68
  6. [6] I. Korobiichuk, N. Lutskaya, A. Ladanyuk, S. Naku, M. Kachniarz, M. Nowicki, R. Szewczyk, “Synthesis of Optimal Robust Regulator for Food Processing Facilities”. In: Advances in Intelligent Systems and Computing, Vol. 550, ICA 2017: Automation 2017, pp. 58-66. 10.1007/978-3-319-54042-9_5
  7. [7] S. Hrybkov, O. Kharkianen, V. Ovcharuk, I. Ovcharuk, “Development of information technology for planning order fulfillment at a food enterprise”, Eastern-European Journal of Enterprise Technologies, vol. 1/3, no. 103, 2020, pp. 62–73. 10.15587/1729-4061.2020.195455
  8. [8] S. Hrybkov, V. Lytvynov, H. Oliinyk, “Web-oriented decision support system for planning agreements execution”, Eastern-European Journal of Enterprise Technologies, vol. 3/2, no. 99, 2018, pp. 13–24. 10.15587/1729-4061.2018.132604
  9. [9] O. Kharkianen, O. Myakshylo, S. Hrybkov, M. Kostikov, “Development of information technology for supporting the process of adjustment of the food enterprise assortment”, Eastern-European Journal of Enterprise Technologies, vol. 1/3, no. 91, 2018, pp. 77–87. 10.15587/1729-4061.2018.123383
  10. [10] K. Senthilkumar, V. Selladurai, K. Raja, V. Thirunavukkarasu, “A Hybrid Algorithm Based on PSO and ACO Approach for Solving Combinatorial Fuzzy Unrelated Parallel Machine Scheduling Problem”, European Journal of Scientific Research, vol. 2, no. 64, 2011, pp. 293-313.
  11. [11] F. Rodriguez, M. Lozano, C. García-Martínez, J. González-Barrera, “An artificial bee colony algorithm for the maximally diverse grouping problem”, Information Sciences, no. 230, 2013, pp. 183–196. 10.1016/j.ins.2012.12.020
  12. [12] Yang-Kuei Lin, “Scheduling efficiency on correlated parallel machine scheduling problems”, Operational Research, vol. 18, 2018, pp. 603–624. 10.1007/s12351-017-0355-0
  13. [13] T. Zheldak, “Application of the method of modeling the ant colony to the solution of combinatorial problems scheduling the execution of order by metallurgical plants”. Mathematical Machines and Systems, vol. 4, 2013, pp. 95–106.
  14. [14] G. Georgiadis, A. Elekidis, M. Georgiadis, “Optimization-Based Scheduling for the Process Industries: From Theory to Real-Life Industrial Applications”, Processes, vol. 7, 2019, pp. 1–35. 10.3390/pr7070438.
  15. [15] Pintea C-M., Advances in Bio-inspired Computing for Combinatorial Optimization Problem, Springer: Berlin, 2014, p. 188. 10.1007/978-3-642-40179-4.
  16. [16] S. Talatahari, “Optimum Performance-Based Seismic Design of Frames Using Metaheuristic Optimization Algorithms”, Metaheuristic Applications in Structures and Infrastructures, 2013, pp. 419–437. 10.1016/B978-0-12-398364-0.00017-6
  17. [17]. K. Jha. Manoj, “Metaheuristic Applications in Highway and Rail Infrastructure Planning and Design: Implications to Energy and Environmental Sustainability”, Metaheuristics in Water, Geotechnical and Transport Engineering, 2013, pp. 365–384. 10.1016/B978-0-12-398296-4.00016-7
  18. [18] V. Kureichik, A. Kazharov, “Using Fuzzy Logic Controller in Ant Colony Optimization”, Artificial Intelligence Perspectives and Applications, 2015, pp. 151–158. 10.1007/978-3-319-18476-0_16
  19. [19] V. Kureichik, A. Kazharov, “The Development of the Ant Algorithm for Solving the Vehicle Routing Problems”, World Applied Sciences Journal, vol. 26, no. 1, 2013, pp. 114–121. 10.5829/idosi.wasj.2013.26.01.13468
  20. [20] T. Stutzle, H. Hoos, “Max-min ant system”, Future Generation Computer Systems, vol. 8, no. 16, 2000, pp. 889–914.
  21. [21] K. Rocki, R. Suda, “Accelerating 2-opt and 3-opt Local Search Using GPU in the Travelling Salesman Problem”, IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 2012, pp. 705–706. 10.1109/CCGrid.2012.133
  22. [22] F. Rodriguez, M. Lozano, C. García-Martínez, J. González-Barrera, “An artificial bee colony algorithm for the maximally diverse grouping problem”, Information Sciences, 230, 2013, pp. 183–196. 10.1016/j.ins.2012.12.020
  23. [23] I. Fister, D. Fister, X.-S. Yang, “A hybrid bat algorithm”, Electrotechnical Review, vol. 1–2, no. 80, 2013, pp. 1–7.
  24. [24] G. Wang, L. Guo, “A Novel hybrid bat algorithm with harmony search for global numerical optimization”. Hindawi Publishing Corporation, 2013, pp. 1–21. 10.1155/2013/696491
  25. [25] X.-S. Yang, X. He, “Bat algorithm: literature review and applications”, International Journal of Bio-Inspired Computation, vol. 5, no. 3, 2013, pp. 141–149. 10.1504/IJBIC.2013.055093
  26. [26] X.-S. Yang, H. Gandomi, “Chaotic bat algorithm”, Journal of Computational Science, vol. 5, no. 2, 2014, pp. 224–232. 10.1016/j.jocs.2013.10.002
  27. [27] Y. Zhang, S. Balochian, P. Agarwal, V. Bhatnagar, O. Housheya, “Artificial Intelligence and Its Applications”, Mathematical Problems in Engineering, vol. 2014, pp. 1–10. 10.1155/2014/840491
  28. [28] Y. Virginia, A. Analía, “Deterministic crowding evolutionary algorithm to form learning teams in a collaborative learning context”, Expert System Appl., vol. 10, no. 39, 2012, pp. 8584-8592. 10.1016/j.eswa.2012.01.195
  29. [29] Y. Jie, K. Nawwaf, P. Grogono, “Bi-objective multi population genetic algorithm for multimodal function optimization”, IEEE Trans. Evol. Comput., vol. 1, no. 14, 2010, pp. 80–102. 10.1109/TEVC.2009.2017517
  30. [30] W. Hu-Sheng, Z. Feng-Ming, “Wolf Pack Algorithm for Unconstrained Global Optimization”, Mathematical Problems in Engineering, vol. 2014, pp. 1–17. 10.1155/2014/465082
  31. [31] S. Mirjalili, A. Lewis, “Grey Wolf Optimizer”, Advances in Engineering Software, vol. 69, 2014, pp. 46–61. DOI: 10.1016/j.advengsoft.2013.12.007
  32. [32] A. Madadi, M. Motlagh, “Optimal Control of DC motor using Grey Wolf Optimizer Algorithm”, Technical Journal of Engineering and Applied Science, vol. 4, no. 4, 2014, pp. 373–379.
  33. [33] M. Gendereau, J. I. Potvin, “Handbook of Metaheuristic”, 3rd ed., Springer International Publishing: Cham, 2019, p. 604. 10.1007/978-3-319-91086-4
DOI: https://doi.org/10.14313/jamris/1-2022/6 | Journal eISSN: 2080-2145 | Journal ISSN: 1897-8649
Language: English
Page range: 53 - 61
Submitted on: Sep 14, 2021
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Accepted on: Feb 24, 2022
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Published on: Apr 4, 2023
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Igor Korobiichuk, Serhii Hrybkov, Olga Seidykh, Volodymyr Ovcharuk, Andrii Ovcharuk, published by Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.