000 02652nam a22005175i 4500
001 978-1-4419-8423-4
003 DE-He213
005 20200421111202.0
007 cr nn 008mamaa
008 131112s2014 xxu| s |||| 0|eng d
020 _a9781441984234
_9978-1-4419-8423-4
024 7 _a10.1007/978-1-4419-8423-4
_2doi
050 4 _aTA329-348
050 4 _aTA640-643
072 7 _aTBJ
_2bicssc
072 7 _aMAT003000
_2bisacsh
082 0 4 _a519
_223
100 1 _aGreen, David G.
_eauthor.
245 1 0 _aDual Phase Evolution
_h[electronic resource] /
_cby David G. Green, Jing Liu, Hussein A. Abbass.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2014.
300 _aXXVI, 196 p. 69 illus., 15 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aDual Phase Evolution -- Network Theory -- Problem Solving and Evolutionary Computation -- DPE for Network Generation -- DPE Networks and Evolutionary Dynamics -- DPE for Problem Solving -- Conclusion and Future Work.
520 _aThis book explains how dual phase evolution operates in all these settings and provides a detailed treatment of the subject. The authors discuss the theoretical foundations for the theory, how it relates to other phase transition phenomena and its advantages in evolutionary computation and complex adaptive systems. The book provides methods and techniques to use this concept for problem solving. Dual phase evolution concerns systems that evolve via repeated phase shifts in the connectivity of their elements. It occurs in vast range of settings, including natural systems (species evolution, landscape ecology, geomorphology), socio-economic systems (social networks) and in artificial systems (annealing, evolutionary computing).
650 0 _aEngineering.
650 0 _aComputer organization.
650 0 _aApplied mathematics.
650 0 _aEngineering mathematics.
650 0 _aComplexity, Computational.
650 1 4 _aEngineering.
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
650 2 4 _aComplexity.
650 2 4 _aComputer Systems Organization and Communication Networks.
700 1 _aLiu, Jing.
_eauthor.
700 1 _aAbbass, Hussein A.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781441984227
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4419-8423-4
912 _aZDB-2-ENG
942 _cEBK
999 _c53870
_d53870