Experimental Research in Evolutionary Computation pdf epub mobi txt 电子书 下载 2024


Experimental Research in Evolutionary Computation

简体网页||繁体网页
Bartz-Beielstein, Thomas
Springer-Verlag New York Inc
228
$ 111.87
HRD
9783540320265

图书标签: 计算机  methods  intelligence  experiments  design  computation  Statistical  Evolutionary   


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发表于2024-12-25

Experimental Research in Evolutionary Computation epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Experimental Research in Evolutionary Computation epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Experimental Research in Evolutionary Computation pdf epub mobi txt 电子书 下载 2024



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Experimentation is necessary - a purely theoretical approach is not reasonable. The new experimentalism, a development in the modern philosophy of science, considers that an experiment can have a life of its own. It provides a statistical methodology to learn from experiments, where the experimenter should distinguish between statistical significance and scientific meaning. This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. The book develops and applies statistical techniques to analyze and compare modern search heuristics such as evolutionary algorithms and particle swarm optimization. Treating optimization runs as experiments, the author offers methods for solving complex real-world problems that involve optimization via simulation, and he describes successful applications in engineering and industrial control projects.The book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples, so it is suitable for practitioners and researchers and also for lecturers and students. It summarizes results from the author's consulting to industry and his experience teaching university courses and conducting tutorials at international conferences. The book will be supported online with downloads and exercises.

Experimental Research in Evolutionary Computation 下载 mobi epub pdf txt 电子书

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Experimental Research in Evolutionary Computation pdf epub mobi txt 电子书 下载
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对于计算机试验方法和科学都有很大的帮助,不错!

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对于计算机试验方法和科学都有很大的帮助,不错!

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对于计算机试验方法和科学都有很大的帮助,不错!

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对于计算机试验方法和科学都有很大的帮助,不错!

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对于计算机试验方法和科学都有很大的帮助,不错!

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