Applications of Flower Pollination Algorithm and its Variants

Applications of Flower Pollination Algorithm and its Variants
Author: Nilanjan Dey
Publisher: Springer Nature
Total Pages: 239
Release: 2021-03-17
Genre: Technology & Engineering
ISBN: 9813361042

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This book presents essential concepts of traditional Flower Pollination Algorithm (FPA) and its recent variants and also its application to find optimal solution for a variety of real-world engineering and medical problems. Swarm intelligence-based meta-heuristic algorithms are extensively implemented to solve a variety of real-world optimization problems due to its adaptability and robustness. FPA is one of the most successful swarm intelligence procedures developed in 2012 and extensively used in various optimization tasks for more than a decade. The mathematical model of FPA is quite straightforward and easy to understand and enhance, compared to other swarm approaches. Hence, FPA has attracted attention of researchers, who are working to find the optimal solutions in variety of domains, such as N-dimensional numerical optimization, constrained/unconstrained optimization, and linear/nonlinear optimization problems. Along with the traditional bat algorithm, the enhanced versions of FPA are also considered to solve a variety of optimization problems in science, engineering, and medical applications.


Applications of Flower Pollination Algorithm and its Variants
Language: en
Pages: 239
Authors: Nilanjan Dey
Categories: Technology & Engineering
Type: BOOK - Published: 2021-03-17 - Publisher: Springer Nature

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This book presents essential concepts of traditional Flower Pollination Algorithm (FPA) and its recent variants and also its application to find optimal solutio
Nature-Inspired Algorithms and Applied Optimization
Language: en
Pages: 330
Authors: Xin-She Yang
Categories: Technology & Engineering
Type: BOOK - Published: 2017-10-08 - Publisher: Springer

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This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection
Nature-Inspired Algorithms and Applications
Language: en
Pages: 384
Authors: S. Balamurugan
Categories: Computers
Type: BOOK - Published: 2021-11-18 - Publisher: John Wiley & Sons

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Mit diesem Buch soll aufgezeigt werden, wie von der Natur inspirierte Berechnungen eine praktische Anwendung im maschinellen Lernen finden, damit wir ein besser
Swarm Intelligence
Language: en
Pages: 210
Authors: Aboul Ella Hassanien
Categories: Computers
Type: BOOK - Published: 2018-09-03 - Publisher: CRC Press

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Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination,
Applications of Firefly Algorithm and its Variants
Language: en
Pages: 266
Authors: Nilanjan Dey
Categories: Technology & Engineering
Type: BOOK - Published: 2019-11-09 - Publisher: Springer Nature

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The book discusses advantages of the firefly algorithm over other well-known metaheuristic algorithms in various engineering studies. The book provides a brief