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

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Bartz-Beielstein, Thomas 作者

Springer-Verlag New York Inc

译者

出版日期

228 页数

$ 111.87 价格

HRD

丛书系列

9783540320265 图书编码

Experimental Research in Evolutionary Computation 在线电子书图书标签: 计算机 methods intelligence experiments design computation Statistical Evolutionary

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发表于2024-12-23

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

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

Experimental Research in Evolutionary Computation 在线电子书用户评价

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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！

评分☆☆☆☆☆

对于计算机试验方法和科学都有很大的帮助，不错！

评分☆☆☆☆☆

对于计算机试验方法和科学都有很大的帮助，不错！

评分☆☆☆☆☆

对于计算机试验方法和科学都有很大的帮助，不错！

评分☆☆☆☆☆

对于计算机试验方法和科学都有很大的帮助，不错！

Experimental Research in Evolutionary Computation 在线电子书著者简介

Experimental Research in Evolutionary Computation 在线电子书图书目录

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

Experimental Research in Evolutionary Computation 在线电子书图书描述

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.

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