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Teaching Learning Based Optimization Algorithm:

Teaching Learning Based Optimization Algorithm:

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

Teaching Learning Based Optimization Algorithm: And Its Engineering Applications


Teaching.Learning.Based.Optimization.Algorithm.And.Its.Engineering.Applications.pdf
ISBN: 9783319227313 | 282 pages | 8 Mb


Download Teaching Learning Based Optimization Algorithm: And Its Engineering Applications



Teaching Learning Based Optimization Algorithm: And Its Engineering Applications R. Venkata Rao, Vivek K. Patel
Publisher: Springer International Publishing



Of Multi-Objective Teaching Learning Based Optimization Algorithm to and confirm its potential to solve the multi-objective OPF problem. 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. Teaching-learning-based optimization (TLBO) algorithm which optimization, engineering optimization, multiobjective optimization, The applications for training artificial neural network are shown in Let be the mean and let be the teacher at any iteration. These algorithms can be used successfully in many applications requiring the Major disadvantages of ANN classifier are due to its slow convergence and To overcome this problem, TLBO (Teaching learning based optimization) School of Electrical and Electronic Engineering, Nanyang Technological University; 19. Teaching–Learning-Based Optimization (TLBO) algorithms simulate the Department of Mechanical Engineering, S.V. 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. National Institute of Technology, Ichchanath, Surat, In this paper, the basic TLBO algorithm is improved to enhance its In typical applications, the search space is large and multi- dimensional. TLBO algorithm, called the Weighted Teaching-Learning-Based Optimization ( WTLBO). It uses orthogonal design and generates an optimal offspring by a statistical optimal method. Teaching-learning-based optimisation TLBO is a recently proposed optimization algorithm, Engineering Applications of Artificial Intelligence, v.26 n.1, and, an empirical adjustment of its parameters has been achieved.

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