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Titlebook: An Introduction to Metaheuristics for Optimization; Bastien Chopard,Marco Tomassini Textbook 2018 Springer Nature Switzerland AG 2018 Tabu

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發(fā)表于 2025-3-21 19:59:59 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱An Introduction to Metaheuristics for Optimization
影響因子2023Bastien Chopard,Marco Tomassini
視頻videohttp://file.papertrans.cn/156/155359/155359.mp4
發(fā)行地址Accessible introduction, suitable for students and for self-study.Assumes basic computing skills only as a prerequisite.Authors are interdisciplinary researchers, and they bring this into their approa
學(xué)科分類Natural Computing Series
圖書封面Titlebook: An Introduction to Metaheuristics for Optimization;  Bastien Chopard,Marco Tomassini Textbook 2018 Springer Nature Switzerland AG 2018 Tabu
影響因子.The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. ..This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics..
Pindex Textbook 2018
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https://doi.org/10.1007/978-981-16-2387-5 instances, an idea that has been only mentioned in the previous chapter. These concepts are a prerequisite to understand all the metaheuristics that will follow in later chapters. For the sake of clarity, let us repeat how the optimization of a given function is defined.
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https://doi.org/10.1007/978-981-16-2387-5tionary method called Genetic Programming, which makes use of complex, variable-sized individual representations. Finally, we will discuss the possibilities that arise when there is a topological structure in the evolving populations.
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https://doi.org/10.1007/3-540-33230-8number of optimal solutions, and the difficulty of finding them, varies as a function of a parameter that can be modified at will. According to the value of the parameter, the system goes from a situation in which there are many solutions to the problem to a situation in which, suddenly, there are n
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https://doi.org/10.1007/3-540-33230-8a certain complexity class, the common practice in the metaheuristics community is to consider the specific search space of a given problem instance or class of problem instances (see Chapter 2). This is natural to the extent that metaheuristics can be seen as clever techniques that exploit the sear
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