Browsing by Author "Balas, Can Elmar"
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Artificial neural networks based on principal component analysis, fuzzy systems and fuzzy neural networks for preliminary design of rubble mound breakwaters
Balas, Can Elmar; Koc, M. Levent; Tur, Rifat (ELSEVIER SCI LTD, 2010)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 artificial neural networks with principal ... -
Genetic algorithms based logic-driven fuzzy neural networks for stability assessment of rubble-mound breakwaters
Koc, Mehmet Levent; Balas, Can Elmar (ELSEVIER SCI LTD, 2012)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 new FNN models namely: (i) the ... -
Reliability analysis of a rubble mound breakwater using the theory of fuzzy random variables
Koc, Mehmet Levent; Balas, Can Elmar (ELSEVIER SCI LTD, 2013)This study investigates the possibility of applying the theory of fuzzy random variables through the fuzzy Monte Carlo simulation approach for the reliability-based risk analysis of a rubble-mound breakwater. The results ... -
Stability assessment of rubble-mound breakwaters using genetic programming
Koc, Mehmet Levent; Balas, Can Elmar; Koc, Dilek Imren (PERGAMON-ELSEVIER SCIENCE LTD, 2016)This study investigates the possibility of applying genetic programming to the stability assessment of rubble-mound breakwaters. The genetic programming algorithm is employed to develop various explicit models to predict ...