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020 _a9783319031101
_9978-3-319-03110-1
024 7 _a10.1007/978-3-319-03110-1
_2doi
035 _ato000542417
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aNedjah, Nadia.
_eauthor.
_9310897
245 1 0 _aHardware for Soft Computing and Soft Computing for Hardware
_helectronic resource
_cby Nadia Nedjah, Luiza de Macedo Mourelle.
260 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXII, 198 p. 124 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v529
520 _aSingle and Multi-Objective Evolutionary Computation (MOEA),  Genetic Algorithms (GAs), Artificial Neural Networks (ANNs), Fuzzy Controllers (FCs), Particle Swarm Optimization (PSO) and Ant colony Optimization (ACO) are becoming omnipresent in almost every intelligent system design. Unfortunately, the application of the majority of these techniques is complex and so requires a huge computational effort to yield useful and practical results. Therefore, dedicated hardware for evolutionary, neural and fuzzy computation is a key issue for designers. With the spread of reconfigurable hardware such as FPGAs, digital as well as analog hardware implementations of such computation become cost-effective. The idea behind this book is to offer a variety of hardware designs for soft computing techniques that can be embedded in any final product. Also, to introduce the successful application of soft computing technique to solve many hard problem encountered during the design of embedded hardware designs. Reconfigurable embedded designs for GAs, ANNs, FCs and PSO are presented and evaluated. Also, the application of quantum-based evolutionary computation and multi-objective evolutionary computation as well as ACO are applied to solve hard problems related to circuit synthesis, IP assignment, mapping and routing of applications on Network-On-Chip infrastructures.
650 0 _aengineering.
_9224332
650 0 _aArtificial intelligence.
_9274099
650 0 _aComputer graphics.
_9281357
650 1 4 _aEngineering.
_9224332
650 2 4 _aComputational Intelligence.
_9307538
650 2 4 _aArtificial Intelligence (incl. Robotics).
_9274102
650 2 4 _aComputer Graphics.
_9281357
700 1 _aMourelle, Luiza De Macedo.
_eauthor.
_9310898
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aStudies in Computational Intelligence,
_9305181
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-03110-1
912 _aZDB-2-ENG
999 _c400390