A comparison of soft computing methods for the prediction of wave height parameters
R Tur, S Yontem - … -Based Engineering and …, 2021 - … journals.publicknowledgeproject.org
In the previous studies on the prediction of wave height parameters, only the significant
wave height has been considered as the unknown parameter to be predicted. However, the …
wave height has been considered as the unknown parameter to be predicted. However, the …
Artificial neural networks based on principal component analysis, fuzzy systems and fuzzy neural networks for preliminary design of rubble mound breakwaters
CE Balas, ML Koç, R Tür - Applied Ocean Research, 2010 - Elsevier
The new artificial intelligence models proposed for the preliminary design of rubble mound
breakwaters consist of (1) multi layer feed forward artificial neural networks,(2) hybrid …
breakwaters consist of (1) multi layer feed forward artificial neural networks,(2) hybrid …
Genetic algorithm based support vector machine regression in predicting wave transmission of horizontally interlaced multi-layer moored floating pipe breakwater
Planning and design of coastal protection works like floating pipe breakwater require
information about the performance characteristics of the structure in reducing the wave …
information about the performance characteristics of the structure in reducing the wave …
Neuro-fuzzy based approach for wave transmission prediction of horizontally interlaced multilayer moored floating pipe breakwater
The ocean wave system in nature is very complicated and physical model studies on floating
breakwaters are expensive and time consuming. Till now, there has not been available a …
breakwaters are expensive and time consuming. Till now, there has not been available a …
Genetic algorithms based logic-driven fuzzy neural networks for stability assessment of rubble-mound breakwaters
ML Koç, CE Balas - Applied Ocean Research, 2012 - Elsevier
This study focuses on the further development of fuzzy neural network ('FNN') models for the
prediction of stability numbers for the design of rubble mound breakwaters. It introduces two …
prediction of stability numbers for the design of rubble mound breakwaters. It introduces two …
[PDF][PDF] Application of artificial neural network in fixed offshore structures
Several types of offshore structures are in use for oil and gas exploration due to global
energy demand. Fixed types (jacket and gravity) offshore structures are economically viable …
energy demand. Fixed types (jacket and gravity) offshore structures are economically viable …
Application of Neural Networks in coastal engineering-An overview
Artificial Neural Network (ANN) is being applied to solve a wide variety of coastal/ocean
engineering problems. In practical terms ANNs are non-linear modeling tools and they can …
engineering problems. In practical terms ANNs are non-linear modeling tools and they can …
Stability Analysis of Emerged Seaside Perforated Quarter Circle Breakwater Using Soft Computing Techniques
S Madhusoodhanan, S Rao - … on Intelligent Systems: Proceedings of CIS …, 2022 - Springer
Breakwaters are constructed to address a variety of coastal requirements ranging from
maintaining tranquility conditions for a port or harbor area to prevent coastal recession …
maintaining tranquility conditions for a port or harbor area to prevent coastal recession …
Prediction of Hydrodynamic Coefficients of Stratified Porous Structure Using Artificial Neural Network (ANN)
A Gupta, K Shilna, D Karmakar - … Conference on Advances in Data-driven …, 2022 - Springer
The breakwater is designed to offer tranquility in the harbor to protect the offshore facilities
and also to prevent coastal erosion. The use of soft computing approaches in coastal …
and also to prevent coastal erosion. The use of soft computing approaches in coastal …
Belirgin Dalga Yüksekliğinin (Significant Wave Height= Hs) Bulanık Sinir Ağları (ANFIS) ile Tahmini
R Tür - Mehmet Akif Ersoy Üniversitesi Fen Bilimleri Enstitüsü …, 2016 - dergipark.org.tr
Rüzgar etkenli dalgalar kıyı planlaması ve kıyı yapılarının tasarımında büyük rol oynadığı için
doğru tahmin edilme-lidir. Tatmin edici bir tahmin, gerçek değerleri yansıtan yüksek …
doğru tahmin edilme-lidir. Tatmin edici bir tahmin, gerçek değerleri yansıtan yüksek …