skip to content
Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm Preview this item
ClosePreview this item
Checking...

Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm

Author: Micael Couceiro; Pem Ghamisi
Publisher: Cham : Springer, [2016] ©2016
Series: SpringerBriefs in applied sciences and technology.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book examines the bottom-up applicability of swarm intelligence to solving multiple problems, such as curve fitting, image segmentation, and swarm robotics. It compares the capabilities of some of the better-known bio-inspired optimization approaches, especially Particle Swarm Optimization (PSO), Darwinian Particle Swarm Optimization (DPSO) and the recently proposed Fractional Order Darwinian Particle Swarm  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Erscheint auch als:
Couceiro, Micael. Fractional Order Darwinian Particle Swarm Optimization .
Applications and Evaluation of an Evolutionary Algorithm
Druck-Ausgabe
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Micael Couceiro; Pem Ghamisi
ISBN: 9783319196350 3319196359 3319196340 9783319196343
OCLC Number: 911179604
Description: 1 online resource (x, 75 pages) : illustrations (some color).
Contents: Particle Swarm Optimization (PSO) --
Fractional Order Darwinian PSO (FODPSO) --
Case Study I: Curve Fitting --
Case Study II: Image Segmentation --
Case Study III: Swarm Robotics --
Conclusions.
Series Title: SpringerBriefs in applied sciences and technology.
Responsibility: Micael Couceiro, Pedram Ghamisi.

Abstract:

It compares the capabilities of some of the better-known bio-inspired optimization approaches, especially Particle Swarm Optimization (PSO), Darwinian Particle Swarm Optimization (DPSO) and the  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/911179604> # Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm
    a schema:MediaObject, schema:Book, schema:CreativeWork ;
    library:oclcnum "911179604" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/2550255645#Topic/mathematical_optimization> ; # Mathematical optimization
    schema:about <http://experiment.worldcat.org/entity/work/data/2550255645#Topic/swarm_intelligence> ; # Swarm intelligence
    schema:about <http://experiment.worldcat.org/entity/work/data/2550255645#Topic/evolution_equations> ; # Evolution equations
    schema:about <http://dewey.info/class/006.3824/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/2550255645#Topic/computers_general> ; # COMPUTERS / General
    schema:author <http://experiment.worldcat.org/entity/work/data/2550255645#Person/couceiro_micael> ; # Micael Couceiro
    schema:author <http://experiment.worldcat.org/entity/work/data/2550255645#Person/ghamisi_pem> ; # Pem Ghamisi
    schema:bookFormat schema:EBook ;
    schema:copyrightYear "2016" ;
    schema:datePublished "2016" ;
    schema:description "Particle Swarm Optimization (PSO) -- Fractional Order Darwinian PSO (FODPSO) -- Case Study I: Curve Fitting -- Case Study II: Image Segmentation -- Case Study III: Swarm Robotics -- Conclusions."@en ;
    schema:description "This book examines the bottom-up applicability of swarm intelligence to solving multiple problems, such as curve fitting, image segmentation, and swarm robotics. It compares the capabilities of some of the better-known bio-inspired optimization approaches, especially Particle Swarm Optimization (PSO), Darwinian Particle Swarm Optimization (DPSO) and the recently proposed Fractional Order Darwinian Particle Swarm Optimization (FODPSO), and comprehensively discusses their advantages and disadvantages. Further, it demonstrates the superiority and key advantages of using the FODPSO algorithm, such as its ability to provide an improved convergence towards a solution, while avoiding sub-optimality. This book offers a valuable resource for researchers in the fields of robotics, sports science, pattern recognition and machine learning, as well as for students of electrical engineering and computer science."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/2550255645> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/2550255645#Series/springerbriefs_in_applied_sciences_and_technology> ; # SpringerBriefs in applied sciences and technology.
    schema:isPartOf <http://worldcat.org/issn/2191-530X> ; # SpringerBriefs in applied sciences and technology,
    schema:isSimilarTo <http://worldcat.org/entity/work/data/2550255645#CreativeWork/applications_and_evaluation_of_an_evolutionary_algorithm> ;
    schema:name "Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm"@en ;
    schema:productID "911179604" ;
    schema:url <https://proxy1.library.eiu.edu/login?url=http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:url <http://er.llcc.edu:2048/login?url=http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:url <http://dx.doi.org/10.1007/978-3-319-19635-0> ;
    schema:url <http://link.springer.com/openurl?genre=book&isbn=978-3-319-19634-3> ;
    schema:url <http://proxy.ohiolink.edu:9099/login?url=http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:url <http://ebookcentral.proquest.com/lib/ucm/detail.action?docID=2095416> ;
    schema:url <https://login.libproxy.noctrl.edu/login?url=http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1006558> ;
    schema:url <http://lib.myilibrary.com?id=802100> ;
    schema:url <http://sfx.carli.illinois.edu/sfxwhe/sfx_local?genre=book&sid=Voyager:WHE&sfx.ignore_date_threshold=1&svc.fulltext=yes&rft.isbn=978-3-319-19635-0> ;
    schema:url <http://rave.ohiolink.edu/ebooks/ebc/9783319196350> ;
    schema:url <http://public.eblib.com/choice/PublicFullRecord.aspx?p=2095416> ;
    schema:url <https://0-link-springer-com.pugwash.lib.warwick.ac.uk/book/10.1007/978-3-319-19635-0> ;
    schema:url <https://grinnell.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:url <https://link.springer.com/openurl?genre=book&isbn=978-3-319-19634-3> ;
    schema:url <http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:url <http://proxy.artic.edu/login?url=http://link.springer.com/10.1007/978-3-319-19635-0> ;
    schema:workExample <http://worldcat.org/isbn/9783319196343> ;
    schema:workExample <http://worldcat.org/isbn/9783319196350> ;
    schema:workExample <http://dx.doi.org/10.1007/978-3-319-19635-0> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/911179604> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/2550255645#Person/couceiro_micael> # Micael Couceiro
    a schema:Person ;
    schema:familyName "Couceiro" ;
    schema:givenName "Micael" ;
    schema:name "Micael Couceiro" ;
    .

<http://experiment.worldcat.org/entity/work/data/2550255645#Person/ghamisi_pem> # Pem Ghamisi
    a schema:Person ;
    schema:familyName "Ghamisi" ;
    schema:givenName "Pem" ;
    schema:name "Pem Ghamisi" ;
    .

<http://experiment.worldcat.org/entity/work/data/2550255645#Series/springerbriefs_in_applied_sciences_and_technology> # SpringerBriefs in applied sciences and technology.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/911179604> ; # Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm
    schema:name "SpringerBriefs in applied sciences and technology." ;
    .

<http://experiment.worldcat.org/entity/work/data/2550255645#Topic/computers_general> # COMPUTERS / General
    a schema:Intangible ;
    schema:name "COMPUTERS / General"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/2550255645#Topic/evolution_equations> # Evolution equations
    a schema:Intangible ;
    schema:name "Evolution equations"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/2550255645#Topic/mathematical_optimization> # Mathematical optimization
    a schema:Intangible ;
    schema:name "Mathematical optimization"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/2550255645#Topic/swarm_intelligence> # Swarm intelligence
    a schema:Intangible ;
    schema:name "Swarm intelligence"@en ;
    .

<http://lib.myilibrary.com?id=802100>
    rdfs:comment "Connect to MyiLibrary resource." ;
    .

<http://link.springer.com/10.1007/978-3-319-19635-0>
    rdfs:comment "Connect to resource" ;
    .

<http://link.springer.com/openurl?genre=book&isbn=978-3-319-19634-3>
    rdfs:comment "Springer eBooks (Engineering 2016)" ;
    .

<http://rave.ohiolink.edu/ebooks/ebc/9783319196350>
    rdfs:comment "Connect to resource" ;
    .

<http://worldcat.org/entity/work/data/2550255645#CreativeWork/applications_and_evaluation_of_an_evolutionary_algorithm>
    a schema:CreativeWork ;
    rdfs:label "Applications and Evaluation of an Evolutionary Algorithm" ;
    schema:description "Erscheint auch als:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/911179604> ; # Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm
    .

<http://worldcat.org/isbn/9783319196343>
    a schema:ProductModel ;
    schema:isbn "3319196340" ;
    schema:isbn "9783319196343" ;
    .

<http://worldcat.org/isbn/9783319196350>
    a schema:ProductModel ;
    schema:isbn "3319196359" ;
    schema:isbn "9783319196350" ;
    .

<http://worldcat.org/issn/2191-530X> # SpringerBriefs in applied sciences and technology,
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/911179604> ; # Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm
    schema:issn "2191-530X" ;
    schema:name "SpringerBriefs in applied sciences and technology," ;
    .

<http://www.worldcat.org/title/-/oclc/911179604>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/911179604> ; # Fractional order Darwinian particle swarm optimization : applications and evaluation of an evolutionary algorithm
    schema:dateModified "2018-01-06" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.