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Swarm Intelligence : Foundation, Principles, and Engineering Applications - Abhishek Sharma

Swarm Intelligence

Foundation, Principles, and Engineering Applications

By: Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, Mangey Ram

eText | 1 February 2022 | Edition Number 1

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Swarm intelligence is one of the fastest growing subfields of artificial intelligence and soft computing. This field includes multiple optimization algorithms to solve NP-hard problems for which conventional methods are not effective. It inspires researchers in engineering sciences to learn theories from nature and incorporate them.

Swarm Intelligence: Foundation, Principles, and Engineering Applicationsprovides a comprehensive review of new swarm intelligence techniques and offers practical implementation of Particle Swarm Optimization (PSO) with MATLAB code. The book discusses the statistical analysis of swarm optimization techniques so that researchers can analyse their experiment design. It also includes algorithms in social sectors, oil and gas industries, and recent research findings of new optimization algorithms in the field of engineering describing the implementation in machine learning.

This book is written for students of engineering, research scientists, and academicians involved in the engineering sciences.

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Non-FictionEngineering & TechnologyIndustrial Chemistry & Manufacturing TechnologiesComputing & I.T.Computer ScienceArtificial IntelligenceTechnology in GeneralEngineering in GeneralMechanical Engineering & MaterialsProduction & Industrial EngineeringInformation Technology General IssueEnvironmental Science
Arts & EntertainmentDesign, Industrial & Commercial Arts, IllustrationProduct DesignComputer Programming & Software DevelopmentAlgorithms & Data StructuresElectronics & Communications EngineeringElectronics EngineeringAutomatic Control Engineering

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Published: 4th October 2024

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