Benchmark Functions with Python

Zheng-Ming Gao

ISBN 10: 6202412542 / ISBN 13: 9786202412544

Published by ¿¿¿¿¿¿¿ Sep 2020, 2020

About this Item

This item is printed on demand - it takes 3-4 days longer - Neuware -We use benchmark functions carrying on the simulation experiments to verify the capability of optimization algorithms. However, some of the benchmark functions are easy to optimize, some of them not. The difference would rely mostly on the modality, scalability, separability, peak¿s flat-likeness, together with their symmetry characteristics. In this book, we collect 168 benchmark functions involved in literature and classify them into several types. Codes with Python programming language would also given in tables, and the three-dimensional profile would shown in figures. 276 pp. Englisch.

Seller Inventory # 9786202412544

Bibliographic Details

• Title: Benchmark Functions with Python
• Publisher: ¿¿¿¿¿¿¿ Sep 2020
• Publication Date: 2020
• Language: English
• ISBN 10: 6202412542
• ISBN 13: 9786202412544
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 17D millimeters 220 millimeters width by 150 millimeters height by 17 millimeters depth
• Weight: 429 grams

About this title

Synopsis

We use benchmark functions carrying on the simulation experiments to verify the capability of optimization algorithms. However, some of the benchmark functions are easy to optimize, some of them not. The difference would rely mostly on the modality, scalability, separability, peak’s flat-likeness, together with their symmetry characteristics. In this book, we collect 168 benchmark functions involved in literature and classify them into several types. Codes with Python programming language would also given in tables, and the three-dimensional profile would shown in figures.