A tutorial on Conjugate Gradient Descent and Newton's Method.Go through the PPT and see if you can understand the concept and apply the same.If not do reply me.
This video explains the concept of Artificial Neural Networks in a very simple way. "Artificial neural networks, usually simply called neural networks, are computing systems inspired by the biological neural networks that constitute animal brains. "(Wiki). This tutorial will help you learn the basic concept and how to apply ANN to solve simple problems with examples. This tutorial is a part of a course on " Introduction to Artificial Neural Networks "
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The Hummingbirds Optimization Algorithm is a nature-inspired optimization algorithm that mimics the efficient and agile search strategy of hummingbirds in finding optimal solutions to complex problems. This algorithm has been widely adopted in fields such as engineering, computer science, and finance due to its ability to handle large-scale problems, adaptability to different problem domains, and robustness in finding near-optimal solutions. The algorithm's versatility and effectiveness have led to its successful implementation in solving diverse optimization problems across various industries. It has been used in engineering and design to optimize various systems and processes, such as structural design, control systems, and renewable energy. It has also been utilized in data mining and machine learning to enhance the efficiency of algorithms and improve predictive modeling. Future prospects for the algorithm include incorporating parallel computing techniques to enhance speed and...
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