Deep Statistical Comparison for Meta-Heuristic Stochastic Optimization Algorithms free ebook download.

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Deep Statistical Comparison for Meta-Heuristic Stochastic Optimization Algorithms free ebook download

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Catalogue

Author(s):	Tome Eftimov

Date:	2022	Format:	epub, pdf	Language:	English	ISBN/ASIN:	3030969169
Pages:	1	OCR:		Quality:		ISBN13:	9783030969165
Uploader:	tvladb77	Upload Date:	8/1/2022 12:37:23 PM

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Focusing on comprehensive comparisons of the performance of stochastic optimization algorithms, this book provides an overview of the current approaches used to analyze algorithm performance in a range of common scenarios, while also addressing issues that are often overlooked. In turn, it shows how these issues can be easily avoided by applying the principles that have produced Deep Statistical Comparison and its variants. The focus is on statistical analyses performed using single-objective and multi-objective optimization data. At the end of the book, examples from a recently developed web-service-based e-learning tool (DSCTool) are presented. The tool provides users with all the functionalities needed to make robust statistical comparison analyses in various statistical scenarios.
The book is intended for newcomers to the field and experienced researchers alike. For newcomers, it covers the basics of optimization and statistical analysis, familiarizing them with the subject matter before introducing the Deep Statistical Comparison approach. Experienced researchers can quickly move on to the content on new statistical approaches. The book is divided into three parts:

Part I: Introduction to optimization, benchmarking, and statistical analysis – Chapters 2-4.
Part II: Deep Statistical Comparison of meta-heuristic stochastic optimization algorithms – Chapters 5-7.
Part III: Implementation and application of Deep Statistical Comparison – Chapter 8.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3139879	Book	https://nitroflare.com/view/6F4037310C8F...		0.00	tvladb77

Tags: Algorithms Comparison Deep Meta-Heuristic Optimization Statistical Stochastic

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