Mohamed Shams Ramadan Mahmoud Shams <br/><br/>
Development and application of an efficient assisted history matching approach using novel algorithms /  
 إستنباط وتطبيق طريقة فعالة لتدعيم مضاهاة سلوك المكامن باستخدام خوارزميات جديدة 
Mohamed Shams Ramadan Mahmoud Shams ; Supervised Mohamed Helmy Sayyouh , Ahmed Hamdi Elbanbi 
 - Cairo :   Mohamed Shams Ramadan Mahmoud Shams ,   2020 
 - 151 P. :   charts , facsimiles ;   30cm  
<br/><br/>Thesis (Ph.D.) - Cairo University - Faculty of Engineering - Department of Metallurgical Engineering   
<br/><br/>  This thesis proposes a novel approach of reservoir engineering assisted historymatching. Efficient algorithms are introduced for the first time in reservoir engineering. Sobol sequence and Kriging are used as the experimental design and proxy modeling techniques respectively. Firefly, bee colony, and harmony search optimization algorithms are used as the optimization techniques. The performance of the proposed approach is compared with the most widely used approaches.The results indicate that the proposed approach shows significant superiority 
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<br/><br/><label>Subjects--Index Terms: </label>Assisted History Matching  Experimental Design  Reservoir Engineering