Novel ANN based regression and improved Lion Optimization Algorithm for efficient prediction of student performance

2021 ◽  
Author(s):  
K. Kiran Kumar ◽  
K. S. Kavitha
Keyword(s):  
Student Performance ◽  
Optimization Algorithm ◽  
Efficient Prediction ◽  
Lion Optimization Algorithm

A comparative analysis of the queuing search algorithm, the sine-cosine algorithm, the ant lion algorithm to determine the optimal weight design problem of a spur gear drive system

2021 ◽  
Vol 63 (5) ◽  
pp. 442-447
Author(s):  
Hammoudi Abderazek ◽  
Ferhat Hamza ◽  
Ali Riza Yildiz ◽  
Liang Gao ◽  
Sadiq M. Sait
Keyword(s):  
Optimization Algorithm ◽  
Search Algorithm ◽  
Spur Gear ◽  
Ant Lion Optimization ◽  
Lion Algorithm ◽  
Weight Design ◽  
Sine Cosine Algorithm ◽  
Ant Lion ◽  
Teaching Learning ◽  
Lion Optimization Algorithm

Abstract Metaheuristic optimization algorithms have gained relevance and have effectively been investigated for solving complex real design problems in diverse fields of science and engineering. In this paper, a recent meta-heuristic approach inspired by human social concepts, namely the queuing search algorithm (QSA), is implemented for the first time to optimize the main parameters of the spur gear, in particular, to minimize the weight of a single-stage spur gear. The effectiveness of the algorithm introduced is examined in two steps. First, the algorithm used is compared with descriptions in previous studies and indicates that the final results obtained by QSA lead to a reduction in gear weight by 7.5 %. Furthermore, the outcomes obtained are compared with those for the other five algorithms. The results reveal that the QSA outperforms the techniques with which it is compared such as the sine-cosine optimization algorithm, the ant lion optimization algorithm, the interior search algorithm, the teaching-learning-based algorithm, and the jaya algorithm in terms of robustness, success rate, and convergence capability.

scholarly journals Enhanced Image Security using New Sea Lion Optimization Algorithm

2020 ◽  
Vol 9 (7) ◽  
pp. 22-25
Keyword(s):  
Optimization Algorithm ◽  
Electronic Communication ◽  
Digital Data ◽  
Sea Lion ◽  
Image Security ◽  
Encryption And Decryption ◽  
Recent Developments ◽  
Encryption Algorithms ◽  
Lion Optimization Algorithm ◽  
Audio Video

Protection of digital data is the utmost requirement of the day. Everything in the world is being upgraded to electronic communication and which requires protection against data fraud. Data is nowadays not only text but image, audio video individually and sometimes together as multimedia files. Encryption algorithms protect data against attacks and hackers. This paper proposes a new Sealion Optimization algorithm for enhanced image security, analyses several recent developments in encryption and decryption algorithms and summarizes different approaches, their benefits and limitations.

scholarly journals Optimization of roller burnishing process parameters using lion optimization algorithm

2018 ◽  
Vol 390 ◽  
pp. 012063 ◽  
Author(s):  
A Tamilarasan ◽  
A Renugambal ◽  
T Mohan ◽  
Akshay R. Iyer ◽  
V Pramoth Kumar Krish ◽  
...  
Keyword(s):  
Process Parameters ◽  
Optimization Algorithm ◽  
Roller Burnishing ◽  
Burnishing Process ◽  
Lion Optimization Algorithm
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