000 03132nam a22004815i 4500
001 978-3-642-20958-1
003 DE-He213
005 20140220083802.0
007 cr nn 008mamaa
008 110713s2011 gw | s |||| 0|eng d
020 _a9783642209581
_9978-3-642-20958-1
024 7 _a10.1007/978-3-642-20958-1
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aNedjah, Nadia.
_eeditor.
245 1 0 _aInnovative Computing Methods and Their Applications to Engineering Problems
_h[electronic resource] /
_cedited by Nadia Nedjah, Leandro Santos Coelho, Viviana Cocco Mariani, Luiza Macedo Mourelle.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aVIII, 164 p.
_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 ;
_v357
505 0 _a1- A discrete differential evolution approach with local search for traveling salesman problems -- 2- Genetic Algorithm based Reliability Optimization in Interval Environment -- 3- PSO for Building Fuzzy Systems -- 4- Maintenance optimization of wind turbine systems based on intelligent prediction tools -- 5- Clonal selection algorithm applied to economic dispatch optimization of electrical energy -- 6- Dynamic Objectives Aggregation Methods in Multi-objective Evolutionary Optimization -- 7- Application Mapping for Efficient NoC-based Implementation using Evolutionary Multi-objective Optimization -- 8- Theory and Applications of Chaotic Optimization Methods.
520 _aThe design of most modern engineering systems entails the consideration of a good trade-off between the several targets requirements to be satisfied along the system life such as high reliability, low redundancy and low operational costs. These aspects are often in conflict with one another, hence a compromise solution has to be sought. Innovative computing techniques, such as genetic algorithms, swarm intelligence, differential evolution, multi-objective evolutionary optimization, just to name few, are of great help in founding effective and reliable solution for many engineering problems. Each chapter of this book attempts to using an innovative computing technique to elegantly solve a different engineering problem.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aSantos Coelho, Leandro.
_eeditor.
700 1 _aMariani, Viviana Cocco.
_eeditor.
700 1 _aMacedo Mourelle, Luiza.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642209574
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v357
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-20958-1
912 _aZDB-2-ENG
999 _c107874
_d107874