数学与计算智能的趋势

English | PDF,EPUB | 2018 (2019 Edition) | 200 Pages | ISBN : 3030004848 | 11.30 MB

This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size. At the same time, the need for good-quality realistic solutions results in models and algorithms with a good balance of resource intensiveness and model quality (accuracy). Many areas of knowledge call for hybrid solutions that combine traditional mathematical techniques and computational intelligence based on subsymbolic knowledge representation. Important research topics are focused on developing the interaction between computational intelligence and mathematics, in order to address various challenges of the current technological age.

Written by influential, leading researchers, this book discusses the latest trends in hybridising mathematics and computational intelligence.

这本书提出了有关计算智能和数学的引人入胜的贡献，连接了这两个领域，并提供了解决一系列有趣、现实世界问题的方法。这些问题往往需要新的解决方案，因为复杂性超过了可处理的规模。同时，对高质量的真实解决方案的需求导致了具有良好资源利用性和模型质量（准确性）平衡的模型和算法。 许多知识领域的解决方案呼唤结合传统数学技术和基于非符号知识表示的计算智能的混合方案。重点研究方向是开发计算智能与数学之间的互动关系，以解决当前技术时代的各种挑战。 这本书由 influential、领先的 researchers 编写，讨论了将数学和计算智能进行融合的最新趋势。

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