Nature-Inspired Algorithms and Applied Optimization

Name: Nature-Inspired Algorithms and Applied Optimization
Brand: Springer International Publishing AG
SKU: 9783319676685
Price: 935.81 RON
Availability: InStock

Autor: Xin-She Yang

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Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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935.81 lei

This book reviews the state-of-the-art developments in nature-inspired algorithms and their applicat...

Informații despre carte

Autor

Xin-She Yang

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2017

Pagini

330

EAN

9783319676685

ISBN

3319676687

Enbook ID

17963725

Editura

Springer International Publishing AG

Greutate

6387

Dimensiuni

155 x 235 x 25

Descriere completă

This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring theoretical analyses, such as convergence analysis and no-free-lunch theorems so as to provide insights into the current nature-inspired optimization algorithms. Topics include ant colony optimization, the bat algorithm, B-spline curve fitting, cuckoo search, feature selection, economic load dispatch, the firefly algorithm, the flower pollination algorithm, knapsack problem, octonian and quaternion representations, particle swarm optimization, scheduling, wireless networks, vehicle routing with time windows, and maximally different alternatives. This timely book serves as a practical guide and reference resource for students, researchers and professionals.

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