Experimental Research in Evolutionary Computation

Name: Experimental Research in Evolutionary Computation
Brand: Springer, Berlin
SKU: 9783540320265
Price: 52.83 EUR
Availability: InStock

The New Experimentalism. Supported online with downloads and exercises

Автор: Thomas Bartz-Beielstein

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 10-13 дни

52.83 € 103.32 лв

Experimentation is necessary - a purely theoretical approach is not reasonable. The new experimental...

Информация за книгата

Автор

Thomas Bartz-Beielstein

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2006

страници

215

EAN

9783540320265

ISBN

3540320261

Enbook ID

05273839

Издател

Springer, Berlin

Теглоt

507

Размери

155 x 235 x 18

Пълно описание

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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Experimental Research in Evolutionary Computation

The New Experimentalism. Supported online with downloads and exercises

Информация за книгата

Пълно описание

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