Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms

Name: Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms
Brand: Springer, Berlin
SKU: 9783030969165
Price: 592.41 PLN
Availability: InStock

Autor: Tome Eftimov, Peter Korosec

Język:

Oprawa: Twarda

Wydawca: Springer, Berlin

Dostępność: Dostępna u dostawcy

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This book will provide an overview of the current approaches for analyzing algorithm performance in...

Informacje o książce

Autor

Tome Eftimov, Peter Korosec

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2022

strony

133

EAN

9783030969165

Enbook ID

38627491

Wydawca

Springer, Berlin

Waga

401

Wymiary

155 x 12 x 14

Pełny opis

This book will provide an overview of the current approaches for analyzing algorithm performance in different commonly used scenarios by emphasizing issues that are often overlooked. The book will also show how these issues can be easily avoided by applying principles that lead to Deep Statistical Comparison and its variants. The focus will be on statistical analyses performed using single-objective and multiobjective optimization data. At the end of the book, examples of a recently developed web-service-based e-learning tool, known as DSCTool, will be presented. The tool provides the users with all the required functionalities in order to make a proper robust statistical comparison analysis in different statistical scenarios.The authors have presented the related tutorial at the significant related international conferences in Evolutionary Computing, including GECCO, PPSN, and SSCI, and the book is approved for publication in our Natural Computing book series.

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