Handbook of Swarm Intelligence

Handbook of Swarm Intelligence
Author: Bijaya Ketan Panigrahi
Publisher: Springer Science & Business Media
Total Pages: 538
Release: 2011-02-04
Genre: Technology & Engineering
ISBN: 364217390X


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From nature, we observe swarming behavior in the form of ant colonies, bird flocking, animal herding, honey bees, swarming of bacteria, and many more. It is only in recent years that researchers have taken notice of such natural swarming systems as culmination of some form of innate collective intelligence, albeit swarm intelligence (SI) - a metaphor that inspires a myriad of computational problem-solving techniques. In computational intelligence, swarm-like algorithms have been successfully applied to solve many real-world problems in engineering and sciences. This handbook volume serves as a useful foundational as well as consolidatory state-of-art collection of articles in the field from various researchers around the globe. It has a rich collection of contributions pertaining to the theoretical and empirical study of single and multi-objective variants of swarm intelligence based algorithms like particle swarm optimization (PSO), ant colony optimization (ACO), bacterial foraging optimization algorithm (BFOA), honey bee social foraging algorithms, and harmony search (HS). With chapters describing various applications of SI techniques in real-world engineering problems, this handbook can be a valuable resource for researchers and practitioners, giving an in-depth flavor of what SI is capable of achieving.


Handbook of Swarm Intelligence
Language: en
Pages: 538
Authors: Bijaya Ketan Panigrahi
Categories: Technology & Engineering
Type: BOOK - Published: 2011-02-04 - Publisher: Springer Science & Business Media

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From nature, we observe swarming behavior in the form of ant colonies, bird flocking, animal herding, honey bees, swarming of bacteria, and many more. It is onl
Handbook of Research on Swarm Intelligence in Engineering
Language: en
Pages: 770
Authors: Bhattacharyya, Siddhartha
Categories: Computers
Type: BOOK - Published: 2015-04-30 - Publisher: IGI Global

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Swarm Intelligence has recently emerged as a next-generation methodology belonging to the class of evolutionary computing. As a result, scientists have been abl
Handbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real-World Problems
Language: en
Pages: 482
Authors: Cheng, Shi
Categories: Computers
Type: BOOK - Published: 2020-04-24 - Publisher: IGI Global

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The use of optimization algorithms has seen an emergence in various professional fields due to its ability to process data and information in an efficient and p
Handbook of Swarm Intelligence: Algorithms and Applications
Language: en
Pages:
Authors: Hamid Ali Abed Alasadi
Categories:
Type: BOOK - Published: 2017 - Publisher:

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Handbook of Research on Artificial Intelligence Techniques and Algorithms
Language: en
Pages: 873
Authors: Vasant, Pandian
Categories: Computers
Type: BOOK - Published: 2014-11-30 - Publisher: IGI Global

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For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling