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Describing a new optimization algorithm, the “Teaching-Learning-Based Optimization (TLBO),” in a clear and lucid style, this book maximizes reader insights into how the TLBO algorithm can be used to solve continuous and discrete optimization problems involving single or multiple objectives. As the algorithm operates on the principle of teaching and learning, where teachers influence the quality of learners’ results, the elitist version of TLBO algorithm (ETLBO) is described along with applications of the TLBO algorithm in the fields of electrical engineering, mechanical design, thermal engineering, manufacturing engineering, civil engineering, structural engineering, computer engineering, electronics engineering, physics and biotechnology. The book offers a valuable resource for scientists, engineers and practitioners involved in the development and usage of advanced optimization algorithms.

Civil Engineering --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Computer algorithms. --- Machine learning. --- Learning, Machine --- Artificial intelligence --- Machine theory --- Algorithms --- Engineering design. --- Computer aided design. --- Computer science. --- Engineering Design. --- Computer-Aided Engineering (CAD, CAE) and Design. --- Computational Science and Engineering. --- Informatics --- Science --- CAD (Computer-aided design) --- Computer-assisted design --- Computer-aided engineering --- Design --- Design, Engineering --- Engineering --- Industrial design --- Strains and stresses --- Computer-aided engineering. --- Computer mathematics. --- Computer mathematics --- Electronic data processing --- Mathematics --- CAE --- Data processing