- -

Chaos synchronization for a class of uncertain chaotic supply chain and its control by ANFIS

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Compartir/Enviar a

Citas

Estadísticas

  • Estadisticas de Uso

Chaos synchronization for a class of uncertain chaotic supply chain and its control by ANFIS

Mostrar el registro sencillo del ítem

Ficheros en el ítem

dc.contributor.author Hamidzadeh, Seyed Mohamad es_ES
dc.contributor.author Rezaei, Mohsen es_ES
dc.contributor.author Ranjbar-Bourani, Mehdi es_ES
dc.date.accessioned 2023-11-07T09:48:46Z
dc.date.available 2023-11-07T09:48:46Z
dc.date.issued 2023-07-31
dc.identifier.uri http://hdl.handle.net/10251/199412
dc.description.abstract [EN] In this paper, modelling of a three-level chaotic supply chain network. This model has the uncertainty of the retailer in the manufacturer. An adaptive neural fuzzy method has been proposed to synchronize the two chaotic supply chain networks. To train adaptive neural fuzzy controller, first, a nonlinear feedback control method is designed. Then, using Lyapanov theory, it is proved that the nonlinear feedback controller can reduce the synchronization error to zero in a finite time. The simulation results show that the proposed neural fuzzy controller architecture well controls the synchronization of the two chaotic supply chain networks. In the other part of the simulation, a comparison is made between the performance of the nonlinear controller and the adaptive neural fuzzy. Also, in the simulation results, the controller signal is depicted. This signal indicates that the cost of implementation in the real world is not high and is easily implemented. es_ES
dc.language Inglés es_ES
dc.publisher Universitat Politècnica de València es_ES
dc.relation.ispartof International Journal of Production Management and Engineering es_ES
dc.rights Reconocimiento - No comercial - Compartir igual (by-nc-sa) es_ES
dc.subject Supply chain es_ES
dc.subject Chaotic es_ES
dc.subject Synchronization es_ES
dc.subject ANFIS es_ES
dc.title Chaos synchronization for a class of uncertain chaotic supply chain and its control by ANFIS es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.4995/ijpme.2023.18139
dc.rights.accessRights Abierto es_ES
dc.description.bibliographicCitation Hamidzadeh, SM.; Rezaei, M.; Ranjbar-Bourani, M. (2023). Chaos synchronization for a class of uncertain chaotic supply chain and its control by ANFIS. International Journal of Production Management and Engineering. 11(2):113-126. https://doi.org/10.4995/ijpme.2023.18139 es_ES
dc.description.accrualMethod OJS es_ES
dc.relation.publisherversion https://doi.org/10.4995/ijpme.2023.18139 es_ES
dc.description.upvformatpinicio 113 es_ES
dc.description.upvformatpfin 126 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 11 es_ES
dc.description.issue 2 es_ES
dc.identifier.eissn 2340-4876
dc.relation.pasarela OJS\18139 es_ES
dc.description.references Abdullah, H.A., Abdullah, H.N., & Mahmoud Al-Jawher, W.A. (2019). A hybrid chaotic map for communication security applications, Int J Commun Syst., 33(4), e4236. https://doi.org/10.1002/dac.4236 es_ES
dc.description.references Aghababa, M.P., & Aghababa, H.P. (2013). Chaos synchronization of gyroscopes using an adaptive robust finite-time controller, Journal of Mechanical Science and Technology, 27(3), 909–916. https://doi.org/10.1007/s12206-013-0106-y es_ES
dc.description.references Ahmad, I., & Shafiq, M. (2020). Robust adaptive anti-synchronization control of multiple uncertain chaotic systems of different orders, Automatika, 61(3), 396–414. https://doi.org/10.1080/00051144.2020.1765115 es_ES
dc.description.references Anne, K.R., Chedjou, J.C. & Kyamakya, K. (2009). Bifurcation analysis and synchronisation issues in a threeechelon supply chain, International Journal of Logistics: Research and Applications, 12(5), 347-362. https://doi.org/10.1080/13675560903181527 es_ES
dc.description.references Arneodo, A., Coullet, P., & Tresser, C. (1981). Possible New Strange Attractors with Spiral Structure, Commun. Math. Phys. 79, 573–579. https://doi.org/10.1007/BF01209312 es_ES
dc.description.references Behinfaraz, R., Ghaemi, S., Khanmohammadi, S., & Badamchizadeh, M.A. (2020). Fuzzy-Based Impulsive Synchronization of Different Complex Networks with Switching Topology and Time-Varying Dynamic, Int. J. Fuzzy Syst., 22, 2565–2576. https://doi.org/10.1007/s40815-020-00950-6 es_ES
dc.description.references Chen, Y.J., Chou, H.G., Wang, W.J., Tsai, S.H., Tanaka, K., Wang, H.O., Wang, K.C. (2020). A polynomial-fuzzy-modelbased synchronization methodology for the multi-scroll Chen chaotic secure communication system, Engineering Applications of Artificial Intelligence, 87, 103251. https://doi.org/10.1016/j.engappai.2019.103251 es_ES
dc.description.references Dantas, W.G., & Gusso, A. (2018). Analysis of the Chaotic Dynamic of MEMS/NEMS Doubly Clamped Beam Resonators with Two-Sided Electrodes, International Journal of Bifurcation and Chaos, 28(10), 1850122. https://doi.org/10.1142/S0218127418501225 es_ES
dc.description.references Göksu, A., Kocamaz, U.E., & Uyaroğlu,Y. (2014). Synchronization and Control of Chaos in Supply Chain Management, Computers & Industrial Engineering, 86, 107–115. https://doi.org/10.1016/j.cie.2014.09.025 es_ES
dc.description.references Hamidzadeh, S.M., Esmaelzadeh, R. (2014). Control and Synchronization Chaotic Satellite using Active Control. International Journal of Computer Applications (0975–8887), 94(10), May 2014. https://doi.org/10.5120/16380-5887 es_ES
dc.description.references Hamidzadeh, S.M., & Yaghoobi, M. (2015). Chaos control of permanent magnet synchronous motors using single feedback control. In 2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI) (pp. 325–329). IEEE. https://doi.org/10.1109/KBEI.2015.7436066 es_ES
dc.description.references Hamidzadeh, S., Rezaei, M., & Ranjbar-Bourani, M. (2022a). A new dynamical behaviour modeling for a four-level supply chain: control and synchronization of hyperchaotic. Journal of Applied Research on Industrial Engineering, 9(2), 288–301. es_ES
dc.description.references Hamidzadeh, S.M., Rezaei, M., & Ranjbar-Buorani, M. (2022b). Control and Synchronization of The Hyperchaotic Closedloop Supply Chain Network by PI Sliding Mode Control. IJIEPR, 33(4), 1–13. es_ES
dc.description.references Heidari, H., Alibakhshi, A., & Azarboni, H.R. (2020). Chaotic Motion of a Parametrically Excited Dielectric Elastomer, International Journal of Applied Mechanics, 12(3), 2050033. https://doi.org/10.1142/S1758825120500337 es_ES
dc.description.references Khan, M.H., Siddique, M., Khan, Z.H., Raza, M.T., & Hashmi, M.U. (2020). Robust Synchronization of Chaotic Nonlinear Systems Subjected to Input Saturation by Employing Nonlinear Observers-Based Chaos Synchronization Methodology, Arabian Journal for Science and Engineering, 45, 6849–6863. https://doi.org/10.1007/s13369-020-04436-3 es_ES
dc.description.references Kilger, C. (2000). The Definition of a Supply Chain Project. In: Stadtler, H., Kilger, C. (eds) Supply Chain Management and Advanced Planning. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-04215-1_13 es_ES
dc.description.references Kocamaz, U.E., Taşkın, H., Uyaroğlu, Y., & Göksu, A. (2016). Control and synchronization of chaotic supply chains using intelligent approaches. Computers & Industrial Engineering, 102, 476–487. https://doi.org/10.1016/j.cie.2016.03.014 es_ES
dc.description.references Korneev, I.A., Semenov, V.V., Slepnev, A.V., & Vadivasova, T.E. (2020). Complete synchronization of chaos in systems with nonlinear inertial coupling, Chaos, Solitons and Fractals, 142, 110459. https://doi.org/10.1016/j.chaos.2020.110459 es_ES
dc.description.references Kumar, S., Matouk, A.E., Chaudhary, H., & Kant, S. (2021). Control and synchronization of fractional-order chaotic satellite systems using feedback and adaptive control techniques. International Journal of Adaptive Control and Signal Processing, 35(4), 484–497. https://doi.org/10.1002/acs.3207 es_ES
dc.description.references Lei, Z., Li, Y.J., & Xu, Y.Q. (2006). Chaos Synchronization of Bullwhip Effect in a Supply Chain, 13th International Conference on Management Science and Engineering, ICMSE’06, IEEE, Lille, France, pp. 557–560. IEEE. https://doi.org/10.1109/ICMSE.2006.313955 es_ES
dc.description.references Li, M., Chen, H., & Li, X. (2020). Synchronization Analysis of Complex Dynamical Networks Subject to Delayed ImpulsiveDisturbances, Complexity, Volume 2020, Article ID 5285046, 12 pages. https://doi.org/10.1155/2020/5285046 es_ES
dc.description.references Lorenz, E.N. (1963). Deterministic Non-periodic Flow. Journal of the atmospheric science, 20, 130-141. https://doi.org/10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2 es_ES
dc.description.references Mohadeszadeh, M., & Pariz, N. (2020). An application of adaptive synchronization of uncertain chaotic system in secure communication systems, International Journal of Modelling and Simulation, 42(1), 143–152. https://doi.org/10.1080/02286203.2020.1848281 es_ES
dc.description.references Mondal, S. (2019). A new supply chain model and its synchronization behavior, Chaos, Solitons and Fractals, 123, 140–148. https://doi.org/10.1016/j.chaos.2019.03.027 es_ES
dc.description.references Mu, X., Yan, Z., Yu, Y., Yan, H., Han, D. (2020). A tunable self-mixing chaotic laser based on high frequency electro-optic modulation, Optics and Laser Technology, 127, 106172. https://doi.org/10.1016/j.optlastec.2020.106172 es_ES
dc.description.references Norouzi Nav, H., Jahed Motlagh, M.R. & Makui, A. (2016). Robust controlling of chaotic behavior in supply chain networks, Journal of the Operational Research Society, https://doi.org/10.1057/s41274-016-0112-4 es_ES
dc.description.references Norouzi Nav, H., Jahed Motlagh, M.R., & Makui, A. (2018). Modeling and analyzing the chaotic behavior in supply chain networks: a control theoretical approach, Journal of industrial and management optimization, 14(3), 1123–1141. https://doi.org/10.3934/jimo.2018002 es_ES
dc.description.references Ouannas, A., Karouma, A., Grassi, G., Pham, V. T., & Luong, V. S. (2020). A novel secure communications scheme based on chaotic modulation, recursive encryption and chaotic masking, Alexandria Engineering Journal, 60(1), 1873–1884. https://doi.org/10.1016/j.aej.2020.11.035 es_ES
dc.description.references Pecora, L.M., & Carroll, T.L. (1997). Synchronization in chaotic systems. Physical Review Letters, 64(8), 821–824. https://doi.org/10.1103/PhysRevLett.64.821 es_ES
dc.description.references Peng, Y., Wu, J., Wen, S., Feng, Y., Tu, Z., & Zou, L. (2020). A New Supply Chain System and Its Impulsive Synchronization, Complexity, Volume 2020, Article ID 2414927, 9 pages. https://doi.org/10.1155/2020/2414927 es_ES
dc.description.references Sadaoui, D., Boukabou, A., Merabtine, N., & Benslama, M. (2011). Predictive synchronization of chaotic satellites systems, Expert Systems with Applications, 38, 9041–9045. https://doi.org/10.1016/j.eswa.2011.01.117 es_ES
dc.description.references Shukla, M.K., & Sharma, B.B. (2017). Backstepping based stabilization and synchronization of a class of fractional order chaotic systems. Chaos, Solitons & Fractals, 102, 274–284. https://doi.org/10.1016/j.chaos.2017.05.015 es_ES
dc.description.references Xu, X., Lee, S.D., Kim, H.S., & You, S.S. (2020). Management and optimisation of chaotic supply chain system using adaptive sliding mode control algorithm, International Journal of Production Research, 59(9), 2571–2587. https://doi.org/10.1080/00207543.2020.1735662 es_ES
dc.description.references Yan, L., Liu, J., Xu, F., Teo, K. L., & Lai, M. (2020). Control and synchronization of hyperchaos in digital manufacturing supply chain. Applied Mathematics and Computation, 391, 125646. https://doi.org/10.1016/j.amc.2020.125646 es_ES
dc.description.references Yingjin, L., Yong, T., Xiaowo, T. (2004). Study On the Complexity of the Bullwhip Effect, Journal of Electronic Science and Technology of China, 2(3). es_ES
dc.description.references Yu, B.S., Xu, S.D., & Jin, D.P. (2020). Chaos in a tethered satellite system induced by atmospheric drag and Earth’s oblateness, Nonlinear Dynamic, 101, 1233–1244 https://doi.org/10.1007/s11071-020-05844-8 es_ES


Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem