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Focus on swarm intelligence research and applications

Author: Bachir Benhala; Pedro Pereira; Amin Sallem
Publisher: New York : Nova Science Publishers, Inc., [2017]
Series: Computer science, technology and applications.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Focus on swarm intelligence research and applications.
Hauppauge, New York : Nova Science Publishers, Inc., [2017]
(DLC) 2017039731
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Bachir Benhala; Pedro Pereira; Amin Sallem
ISBN: 9781536124538 1536124532
OCLC Number: 1003489558
Description: 1 online resource (xii, 284 pages).
Contents: ""FOCUS ON SWARM INTELLIGENCE RESEARCH AND APPLICATIONS ""; ""FOCUS ON SWARM INTELLIGENCE RESEARCH AND APPLICATIONS ""; ""CONTENTS""; ""PREFACE ""; ""Chapter 1 ACCURATE IDENTIFICATION OF THE SPECTRAL COMPLEX REFRACTIVE INDEX AND PARTICLE SIZE DISTRIBUTION IN PARTICIPATING MEDIA USING AN ANT COLONY ALGORITHM ""; ""ABSTRACT ""; ""1. INTRODUCTION ""; ""2. METHOD ""; ""2.1. Direct Model ""; ""2.2. Inverse Model ""; ""(1) Basic ACO ""; ""(2) Homogenous ACO ""; ""(3) PDF-based ACO ""; ""3. RESULTS AND DISCUSSION ""; ""CONCLUSION ""; ""ACKNOWLEDGMENTS ""; ""REFERENCES "" ""BIOGRAPHICAL SKETCH """"Chapter 2 PARAMETRIC OPTIMIZATION OF LASER BEAM MACHINING PROCESSES USING A SHUFFLED FROG LEAPING ALGORITHM ""; ""ABSTRACT""; ""1. INTRODUCTION ""; ""2. LITERATURE REVIEW ""; ""3. SHUFFLED FROG LEAPING ALGORITHM ""; ""3.1. A Brief Description of Shuffled Frog Leaping Algorithm ""; ""3.2. Steps Involved in SFLA ""; ""3.3. Optimization Parameters in SFLA ""; ""4. LASER BEAM MACHINING PROCESS OPTIMIZATION USING SFLA ""; ""4.1. Example 1 ""; ""4.2. Example 2 ""; ""CONCLUSION""; ""REFERENCES"" ""Chapter3TUNINGOFMAMDANI-TYPEPIDCONTROLLERS:ACONSTRAINEDNONLINEAROPTIMISATIONAPPROACH""""Abstract""; ""1. Introduction""; ""2. FuzzyLogicControlSystems""; ""3. Fuzzy-PIDOptimisation""; ""4. CaseStudy""; ""4.1. Three-TankSystem""; ""4.2. Fuzzy-PIDController""; ""4.3. ExperimentalResults""; ""Conclusion""; ""References""; ""Chapter4THEAPPLICATIONOFPARTICLESWARMOPTIMIZATIONFORSOLVINGELECTRICALENGINEERINGPROBLEMS""; ""Abstract""; ""1. Introduction""; ""2. PSOinSolvingElectricalEngineeringProblems""; ""3. FormulationofanOptimizationProblem""; ""4. ParticleSwarmOptimization""; ""4.1. PSOAlgorithm"" ""4.2. PSOFlowchart""""4.3. PSOParametersTuning""; ""5. SomeVariantsofPSOandHybridization""; ""5.1. TimeVaringAccelerationFactorsBasedPSO""; ""5.2. ConstrictionFactorPSO""; ""5.3. ChaoticSequencePSO""; ""5.4. SomeHybridPSOAlgorithms""; ""6. TestingPSOinSolvingBenchmarkOptimizationProblems""; ""7. ApplicationofPSOinSolvingElectricalEngineeringProblems""; ""7.1. MathematicalModelling""; ""7.1.1. ModellingofOptimumLoadFlowAnalysis""; ""7.1.2. ModellingofEconomicLoadDispatch""; ""7.1.3. ProtectionCoordinationofDirectionalOvercurrentRelays""; ""7.2. ResultsandDiscussion""; ""7.2.1. ResultsofLFAofa5-busSystem"" ""7.2.2. ResultsofELDProblemofa6-unitSystem""""7.2.3. ResultsofProtectionCoordinationofa6-busSystem""; ""8. SummaryandFutureScopeofPSO""; ""Conclusion""; ""References""; ""Chapter 5 THE APPLICATION OF SWARM INTELLIGENCE TECHNIQUES TO ENHANCE THE PERFORMANCE OF THE OPTIMIZATION KERNEL OF ANALOG IC SIZING TOOLS ""; ""ABSTRACT""; ""1. INTRODUCTION""; ""2. ADVANCED GSA_PSO ""; ""2.1. Particle Swarm Optimization ""; ""2.2. Gravitational Search Algorithm ""; ""Step 1: Initialization ""; ""Step 2: Fitness Evaluation""; ""Step 3: Normalization ""; ""Step 4: Gravitational Constant ""
Series Title: Computer science, technology and applications.
Responsibility: Bachir Benhala, Pedro Pereira and Amin Sallem, editors.

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