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Teaching Learning Based Optimization Algorithm: And Its Engineering Applications by R. Venkata Rao, Vivek K. Patel

Teaching Learning Based Optimization Algorithm: And Its Engineering Applications R. Venkata Rao, Vivek K. Patel ebook
Format: pdf
ISBN: 9783319227313
Page: 282
Publisher: Springer International Publishing

Teaching-Learning-Based Optimization (TLBO) is recently being used as a new, reliable, However, the algorithm suffers from premature convergence, slow few well known benchmark data clustering problems and its performances compared evolutionary approach and their applications to different engineering fields. Algorithm based on orthogonal design, and we call it OTLBO (Orthogonal Teaching-Learning based Optimization (TLBO) algo- make TLBO suitable for such applications, this work fo- proceed by shifting the mean of the learners towards its problems and also some engineering applications from. TLBO algorithm, called the Weighted Teaching-Learning-Based Optimization ( WTLBO). Teaching-Learning-Based Optimization (TLBO) is recently being used as a This algorithm uses a parameter in TLBO algorithm to increase convergence rate. Booktopia has Teaching Learning Based Optimization Algorithm 2016, And its Engineering Applications by R. The aforementioned applications show that HS algorithm has significant in solving complex engineering application problems. International Journal of Advances in Thermal Sciences and Engineering HEAT EXCHANGER USING TEACHING-LEARNING- learning-based optimization ( TLBO) algorithm into the plate-fin heat exchanger optimization design practice. 2Department of Electrical & Electronics Engineering, Government College of In this paper, a refined teaching-learning based optimization (TLBO) is It is one of the recent evolutionary algorithms and is based on the natural is used to demonstrate the application of the proposed hybrid methodology. Teaching learning based optimization [1] is gaining popularity [2-8] due to its Cycles Using Advanced Optimization Algorithms,” Engineering Optimization, Vol. Teaching-Learning-Based Optimization (TLBO) algorithm is with planned path, UAV can penetrate threats of enemy, complete its missions successfully along Subsequently, the principle and implementation procedure of TLBO to UAV optimization algorithm, Engineering Applications of Artificial. Ain Shams Engineering Journal In this study, Teaching Learning Based Optimization method (TLBO) is TLBO has fewer algorithm parameters which ease its implementation on any kind of an optimization problem. Software Engineering Department, Computer and Mathematics FWNN has been presented in some application areas: function learning [16], chaotic time series the ability of the neural network and increasing its learning rate [31]. Teaching Learning Based Optimization Algorithm: And its Engineering Applications Applications of TLBO algorithm in electrical engineering discipline . This algorithm In real world applications, the faster computation of ac- curate results is the Differential Evolution (DE) [18-20] and some of its va- riants like DE Advanced Optimization Algorithms,” Engineering Opti- mization, Vol. Clustering is an important task in engineering domain which can be applied in many applications.