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001 978-3-662-46309-3
003 DE-He213
005 20200421112557.0
007 cr nn 008mamaa
008 150310s2015 gw | s |||| 0|eng d
020 _a9783662463093
_9978-3-662-46309-3
024 7 _a10.1007/978-3-662-46309-3
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aMulti-objective Swarm Intelligence
_h[electronic resource] :
_bTheoretical Advances and Applications /
_cedited by Satchidananda Dehuri, Alok Kumar Jagadev, Mrutyunjaya Panda.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2015.
300 _aXIV, 201 p. 60 illus., 11 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v592
505 0 _aIntroduction -- Behavior of Bacterial Colony -- E.coli Bacterial Colonies -- Optimization based on E.coli Bacterial Colony -- Classification of BFO Algorithm -- Multi-objective optimization based on BF -- An overview of BFO Applications -- Conclusion.
520 _aThe aim of this book is to understand the state-of-the-art theoretical and practical advances of swarm intelligence. It comprises seven contemporary relevant chapters. In chapter 1, a review of Bacteria Foraging Optimization (BFO) techniques for both single and multiple criterions problem is presented. A survey on swarm intelligence for multiple and many objectives optimization is presented in chapter 2 along with a topical study on EEG signal analysis. Without compromising the extensive simulation study, a comparative study of variants of MOPSO is provided in chapter 3. Intractable problems like subset and job scheduling problems are discussed in chapters 4 and 7 by different hybrid swarm intelligence techniques. An attempt to study image enhancement by ant colony optimization is made in chapter 5. Finally, chapter 7 covers the aspect of uncertainty in data by hybrid PSO.       .
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aDehuri, Satchidananda.
_eeditor.
700 1 _aJagadev, Alok Kumar.
_eeditor.
700 1 _aPanda, Mrutyunjaya.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662463086
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v592
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-662-46309-3
912 _aZDB-2-ENG
942 _cEBK
999 _c59216
_d59216