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Prediction of Hydrodynamic Performance of Submerged Composite Porous Breakwater Using Support Vector Machine
Global warming is presently a source of concern for the entire globe, particularly for coastal regions, the legitimate concern is sea level rise. Every year, sea level rise does significant damage to both environment and humans. The installation of breakwaters is one method for limiting the effect and protecting against the adverse effects of sea level rise. The hydrodynamic performance of breakwaters is examined in the present study by performing a series of experiments and validating the outcomes with a soft computing technique called support vector machine (SVM). SVM performance is also evaluated using statistical measurements such as the correlation coefficient and root mean square error. The results of each composite breakwater combination are studied. The numerical results are checked for all composite breakwater combinations of different structural parameters, and the effect is analysed. The study performed will be helpful in the design and analysis of composite breakwaters in near-shore and deep-water environments.
Prediction of Hydrodynamic Performance of Submerged Composite Porous Breakwater Using Support Vector Machine
Global warming is presently a source of concern for the entire globe, particularly for coastal regions, the legitimate concern is sea level rise. Every year, sea level rise does significant damage to both environment and humans. The installation of breakwaters is one method for limiting the effect and protecting against the adverse effects of sea level rise. The hydrodynamic performance of breakwaters is examined in the present study by performing a series of experiments and validating the outcomes with a soft computing technique called support vector machine (SVM). SVM performance is also evaluated using statistical measurements such as the correlation coefficient and root mean square error. The results of each composite breakwater combination are studied. The numerical results are checked for all composite breakwater combinations of different structural parameters, and the effect is analysed. The study performed will be helpful in the design and analysis of composite breakwaters in near-shore and deep-water environments.
Prediction of Hydrodynamic Performance of Submerged Composite Porous Breakwater Using Support Vector Machine
Algorithms for Intelligent Systems
Kumar, Sandeep (editor) / Hiranwal, Saroj (editor) / Purohit, S.D. (editor) / Prasad, Mukesh (editor) / Gupta, Abhishek (author) / Karmakar, D. (author)
International Conference on Communication and Computational Technologies ; 2023 ; Jaipur, India
Proceedings of International Conference on Communication and Computational Technologies ; Chapter: 11 ; 137-148
2023-09-01
12 pages
Article/Chapter (Book)
Electronic Resource
English
Hydrodynamic characteristics of porous seawall protected by submerged breakwater
| Online Contents | 2014
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| SAGE Publications | 2023