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Titlebook: Handbook of Formal Optimization; Anand J. Kulkarni,Amir H. Gandomi Reference work 2024 Springer Nature Singapore Pte Ltd. 2024 Engineering

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书目名称Handbook of Formal Optimization
编辑Anand J. Kulkarni,Amir H. Gandomi
视频video
概述Rich contributions from leading experts worldwide.A complete state-of-the-art reference of the formal optimization methods and applications.Includes critical literature review, optimization method des
图书封面Titlebook: Handbook of Formal Optimization;  Anand J. Kulkarni,Amir H. Gandomi Reference work 2024 Springer Nature Singapore Pte Ltd. 2024 Engineering
描述.The formal optimization handbook is a comprehensive guide that covers a wide range of subjects. It includes a literature review, a mathematical formulation of optimization methods, flowcharts and pseudocodes, illustrations, problems and applications, results and critical discussions, and much more. The book covers a vast array of formal optimization fields, including mathematical and Bayesian optimization, neural networks and deep learning, genetic algorithms and their applications, hybrid optimization methods, combinatorial optimization, constraint handling in optimization methods, and swarm-based optimization. This handbook is an excellent reference for experts and non-specialists alike, as it provides stimulating material. The book also covers research trends, challenges, and prospective topics, making it a valuable resource for those looking to expand their knowledge in this field..
出版日期Reference work 2024
关键词Engineering Optimization; Nature inspired Methods; Heuristics; Resource Optimization; Machine Learning; N
版次1
doihttps://doi.org/10.1007/978-981-97-3820-5
isbn_ebook978-981-97-3820-5
copyrightSpringer Nature Singapore Pte Ltd. 2024
The information of publication is updating

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https://doi.org/10.1007/978-3-322-98510-1avior of a learning algorithm. However, the space of possible hyperparameters is usually vast, which is very common in practical application domains like prediction or classification in medical applications. Therefore, manually exploring all possible combinations is practically impossible. Then agai
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https://doi.org/10.1007/978-3-322-87670-6etect with the human eye. With the advent of digital media, it is imperative that robust ways to embed information are developed making it difficult for attackers to intercept. In this paper, a combination of Fuzzy Edge Detection and Cohort Intelligence (CI) is used to make the process of image hidi
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https://doi.org/10.1007/978-3-322-84794-2d on the density among objects in data. Given that DBSCAN is a proper tool for identifying outliers and clustering non-convex data, it can be used for automatic clustering of non-convex data and covered the weakness of most automatic clustering algorithms in not recognizing non-convex clusters. So,
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