IMPROVING α-PARAMETERIZED DIFFERENTIAL TRANSFORM METHOD WITH DANDELION OPTIMIZER FOR SOLVING ORDINARY DIFFERENTIAL EQUATIONS
Article Sidebar
Open full text
Issue Vol. 14 No. 4 (2024)
-
IDENTIFICATION OF AN ARBITRARY SHAPE RIGID OBSTACLE ILLUMINATED BY FLAT ACOUSTIC WAVE USING NEAR FIELD DATA
Tomasz Rymarczyk, Jan Sikora5-9
-
RADIO FREQUENCY BASED INPAINTING FOR INDOOR LOCALIZATION USING MEMORYLESS TECHNIQUES AND WIRELESS TECHNOLOGY
Tammineni Shanmukha Prasanthi, Swarajya Madhuri Rayavarapu, Gottapu Sasibhushana Rao, Raj Kumar Goswami, Gottapu Santosh Kumar10-15
-
INTELLIGENT MATCHING TECHNIQUE FOR FLEXIBLE ANTENNAS
Olena Semenova, Andriy Semenov, Stefan Meulesteen, Natalia Kryvinska, Hanna Pastushenko16-22
-
DIFFERENTIAL MUELLER-MATRIX MAPPING OF THE POLYCRYSTALLINE COMPONENT OF BIOLOGICAL TISSUES OF HUMAN ORGANS
Andrei Padure, Oksana Bakun, Ivan Mikirin, Oleksandr Dubolazov, Iryna Soltys, Oleksandr Olar, Yuriy Ushenko, Oleksandr Ushenko, Irina Palii, Saule Kumargazhanova23-27
-
POLARIZATION SELECTOR ON WAVEGUIDES PARTIALLY FILLED BY DIELECTRIC
Vitaly Pochernyaev, Nataliia Syvkova, Mariia Mahomedova28-31
-
FUNCTIONALLY INTEGRATED DEVICE FOR TEMPERATURE MEASUREMENT
Les Hotra, Oksana Boyko, Igor Helzhynskyy, Hryhorii Barylo, Marharyta Rozhdestvenska, Halyna Lastivka32-37
-
STUDY OF THE OZONE CONTROL PROCESS USING ELECTRONIC SENSORS
Sunggat Marxuly, Askar Abdykadyrov, Katipa Chezhimbayeva, Nurzhigit Smailov38-45
-
OPTIMIZING WIND POWER PLANTS: COMPARATIVE ENHANCEMENT IN LOW WIND SPEED ENVIRONMENTS
Mustafa Hussein Ibrahim, Muhammed A. Ibrahim, Salam Ibrahim Khather46-51
-
PV SYSTEM MPPT CONTROL: A COMPARATIVE ANALYSIS OF P&O, INCCOND, SMC AND FLC ALGORITHMS
Khoukha Bouguerra, Samia Latreche, Hamza Khemlche, Mabrouk Khemliche52-62
-
DSTATCOM-BASED 15 LEVEL ASYMMETRICAL MULTILEVEL INVERTER FOR IMPROVING POWER QUALITY
Panneerselvam Sundaramoorthi, Govindasamy Saravana Venkatesh63-70
-
COMPUTER SIMULATION OF A SUPERCONDUCTING TRANSFORMER SHORT-CIRCUIT
Leszek Jaroszyński71-74
-
AI-BASED FIELD-ORIENTED CONTROL FOR INDUCTION MOTORS
Elmehdi Benmalek, Marouane Rayyam, Ayoub Gege, Omar Ennasiri, Adil Ezzaidi75-81
-
INVESTIGATION OF CHANGES IN THE LEVEL OF NETWORK SECURITY BASED ON A COGNITIVE APPROACH
Olha Saliieva, Yurii Yaremchuk82-85
-
THE UTILIZATION OF MACHINE LEARNING FOR NETWORK INTRUSION DETECTION SYSTEMS
Ahmad Sanmorino, Herri Setiawan, John Roni Coyanda86-89
-
USING SUPPORT VECTORS TO BUILD A RULE-BASED SYSTEM FOR DETECTING MALICIOUS PROCESSES IN AN ORGANISATION'S NETWORK TRAFFIC
Halyna Haidur, Sergii Gakhov, Dmytro Hamza90-96
-
EXTRACTING EMOTION-CAUSE PAIRS: A BILSTM-DRIVEN METHODOLOGY
Raga Madhuri Chandra, Giri Venkata Sai Tej Neelaiahgari, Satya Sumanth Vanapalli97-103
-
IMPROVING α-PARAMETERIZED DIFFERENTIAL TRANSFORM METHOD WITH DANDELION OPTIMIZER FOR SOLVING ORDINARY DIFFERENTIAL EQUATIONS
Mustafa Raed Najeeb, Omar Saber Qasim104-108
-
THE METHOD OF ADAPTIVE STATISTICAL CODING TAKING INTO ACCOUNT THE STRUCTURAL FEATURES OF VIDEO IMAGES
Volodymyr Barannik, Dmytro Havrylov, Serhii Pantas, Yurii Tsimura, Tatayna Belikova, Rimma Viedienieva, Vasyl Kryshtal109-114
-
OPTIMIZING TIME SERIES FORECASTING: LEVERAGING MACHINE LEARNING MODELS FOR ENHANCED PREDICTIVE ACCURACY
Waldemar Wójcik, Assem Shayakhmetova, Ardak Akhmetova, Assel Abdildayeva, Galymzhan Nurtugan115-120
-
SYNCHRONIZATION OF EVENT-DRIVEN MANAGEMENT DURING DATA COLLECTION
Valeriy Kuzminykh, Oleksandr Koval, Yevhen Havrylko, Beibei Xu, Iryna Yepifanova, Shiwei Zhu, Nataliia Bieliaieva, Bakhyt Yeraliyeva121-129
-
INTERFACE LAYOUT VERSUS EFFICIENCY OF INFORMATION ASSIMILATION IN THE LEARNING PROCESS
Julia Zachwatowicz, Oliwia Zioło, Mariusz Dzieńkowski130-135
-
AUTOMATED WATER MANAGEMENT SYSTEM WITH AI-BASED DE-MAND PREDICTION
Arman Mohammad Nakib136-140
-
UML DIAGRAMS OF THE MANAGEMENT SYSTEM OF MAINTENANCE STATIONS
Lyudmila Samchuk, Yuliia Povstiana141-145
-
DEFECT SEVERITY CODE PREDICTION BASED ON ENSEMBLE LEARNING
Ghada Mohammad Tahir Aldabbagh, Safwan Omar Hasoon146-153
-
AFFORDABLE AUGMENTED REALITY FOR SPINE SURGERY: AN EMPIRICAL INVESTIGATION INTO IMPROVING VISUALIZATION AND SURGICAL ACCURACY
Iqra Aslam, Muhammad Jasim Saeed, Zarmina Jahangir, Kanza Zafar, Muhammad Awais Sattar154-163
Archives
-
Vol. 15 No. 3
2025-09-30 24
-
Vol. 15 No. 2
2025-06-27 24
-
Vol. 15 No. 1
2025-03-31 26
-
Vol. 14 No. 4
2024-12-21 25
-
Vol. 14 No. 3
2024-09-30 24
-
Vol. 14 No. 2
2024-06-30 24
-
Vol. 14 No. 1
2024-03-31 23
-
Vol. 13 No. 4
2023-12-20 24
-
Vol. 13 No. 3
2023-09-30 25
-
Vol. 13 No. 2
2023-06-30 14
-
Vol. 13 No. 1
2023-03-31 12
-
Vol. 12 No. 4
2022-12-30 16
-
Vol. 12 No. 3
2022-09-30 15
-
Vol. 12 No. 2
2022-06-30 16
-
Vol. 12 No. 1
2022-03-31 9
-
Vol. 10 No. 4
2020-12-20 16
-
Vol. 10 No. 3
2020-09-30 22
-
Vol. 10 No. 2
2020-06-30 16
-
Vol. 10 No. 1
2020-03-30 19
Main Article Content
DOI
Authors
mostafa.csp115@student.uomosul.edu.iq
Abstract
In this manuscript, we aim to address Ordinary Differential Equations (ODEs) by α-Parameterized Differential Transform Method (α-PDTM). Additionally, we seek to enhance the effectiveness of α-PDTM by incorporating the Dandelion Optimizer (DO). The DO plays a crucial role in optimizing the parameter α, ensuring its adjustment and modification to secure the most favorable value. This refinement results in a more accurate approximation compared to conventional methods. The proposed approach, referred to as (αDO-PDTM), demonstrates a solution distinguished by its reliability and efficiency, as determined through the computation of Maximum Absolute Error (MAE) and the Mean Square Errors (MSE).
Keywords:
References
[1] Abd Elaziz M., Ewees A. A., Oliva D.: Hyper-heuristic method for multilevel thresholding image segmentation. Expert Systems with Applications 146, 2020, 113201. DOI: https://doi.org/10.1016/j.eswa.2020.113201
[2] Beheshti Z., Shamsuddin S. M. H.: A review of population-based meta-heuristic algorithms. Int. J. Adv. Soft Comput. Appl. 5(1), 2013, 1–35.
[3] Doha E., Bhrawy A., Saker M.: On the derivatives of Bernstein polynomials: an application for the solution of high even-order differential equations. Boundary Value Problems 2011, 2011, 829543. DOI: https://doi.org/10.1155/2011/829543
[4] Mukhtarov O., Yücel M., Aydemir K.: A new generalization of the differential transform method for solving boundary value problems. Journal of New Results in Science 10(2), 2021, 49–58.
[5] Murad M. A. S.: Modified integral equation combined with the decomposition method for time fractional differential equations with variable coefficients. Applied Mathematics-A Journal of Chinese Universities 37(3), 2022, 404-414. DOI: https://doi.org/10.1007/s11766-022-4159-5
[6] Najeeb M. R., Entesar A., Qasim O. S.: Improving homotopy analytical method with sine cosine algorithm and Simpson integrative method for solving fractional ordinary differential equations. AIP Conference Proceedings 2398(1), 2022. DOI: https://doi.org/10.1063/5.0094045
[7] Qasim O. S., Entesar A.: Solve differential equations via a hybrid method between homotopy analytical method and sine cosine optimization algorithm. Journal of Physics: Conference Series 1879(3), 2021, 032048. DOI: https://doi.org/10.1088/1742-6596/1879/3/032048
[8] Shijun L.: Advances in the Homotopy Analysis Method. World Scientific, 2013.
[9] Wang F., Yuan X., Liew S. C., Guo D.: Wireless MIMO switching: Weighted sum mean square error and sum rate optimization. IEEE Transactions on Information Theory 59(9), 2013, 5297–5312. DOI: https://doi.org/10.1109/TIT.2013.2259893
[10] Wang Z., Li Y., Zhang H., Liu C., Chen Q.: Sampling-based optimal motion planning with smart exploration and exploitation. IEEE/ASME Transactions on Mechatronics 25(5), 2020, 2376–2386. DOI: https://doi.org/10.1109/TMECH.2020.2973327
[11] Wang Z., Yu F., Wang D., Liu T., Hu R.: Multi-threshold segmentation of breast cancer images based on improved dandelion optimization algorithm. The Journal of Supercomputing 80(3), 2023, 3849–3874. DOI: https://doi.org/10.1007/s11227-023-05605-5
[12] Yücel M., Muhtarov F.: Parameterized Differential Transform Method and Its Application to Boundary Value Transmission Problems. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi 28(2), 2023, 431–442. DOI: https://doi.org/10.53433/yyufbed.1143699
[13] Zhao S., Zhang T., Ma S., Chen M.: Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications. Engineering Applications of Artificial Intelligence 114, 2022, 105075. DOI: https://doi.org/10.1016/j.engappai.2022.105075
[14] Zhou J.: Differential Transformation and Its Applications for Electronic Circuits. Huazhong Science & Technology University Press, China 1986.
Article Details
Abstract views: 181

