LEADER 03758nam 2200733 450 001 9910812136003321 005 20210311111955.0 010 $a1-350-22303-4 010 $a1-78032-140-6 010 $a1-283-23859-4 010 $a9786613238597 010 $a1-84813-582-3 024 7 $a10.5040/9781350223035 035 $a(CKB)2670000000113599 035 $a(OCoLC)756854467 035 $a(CaPaEBR)ebrary10500244 035 $a(SSID)ssj0000535532 035 $a(PQKBManifestationID)12186257 035 $a(PQKBTitleCode)TC0000535532 035 $a(PQKBWorkID)10523522 035 $a(PQKB)11468798 035 $a(MiAaPQ)EBC765179 035 $a(MiAaPQ)EBC4708238 035 $a(Au-PeEL)EBL765179 035 $a(CaPaEBR)ebr10500244 035 $a(CaONFJC)MIL323859 035 $a(OCoLC)748242112 035 $a(CaBNVSL)9781350223035 035 $a(EXLCZ)992670000000113599 100 $a20210311h20212011 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 14$aThe crises of multiculturalism $eracism in a neoliberal age /$fAlana Lentin and Gavan Titley 210 1$aLondon, England :$cZed Books,$d2011. 210 2$a[London, England] :$cBloomsbury Publishing,$d2021 215 $a1 online resource (298 p.) 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a1-84813-581-5 311 $a1-84813-580-7 320 $aIncludes bibliographical references (pages 227-273) and index. 327 $aRecited truths: the contours of multicultural crisis -- Let's talk about your culture: post-race, post-racism -- Free like me: the polyphony of liberal post-racialism -- Mediating the crisis: circuits of belief -- Good and bad diversity: the shape of neoliberal racisms -- On one more condition: the politics of integration today. 330 $a"Across the West, something called multiculturalism is in crisis. Regarded as the failed experiment of liberal elites, commentators and politicians compete to denounce its corrosive legacies; parallel communities threatening social cohesion, enemies within cultivated by irresponsible cultural relativism, medieval practices subverting national 'ways of life' and universal values. This important new book challenges this familiar narrative of the rise and fall of multiculturalism by challenging the existence of a coherent era of 'multiculturalism' in the first place. The authors argue that what we are witnessing is not so much a rejection of multiculturalism as a projection of neoliberal anxieties onto the social realities of lived multiculture. Nested in an established post-racial consensus, new forms of racism draw powerfully on liberalism and questions of 'values', and unsettle received ideas about racism and the 'far right' in Europe. In combining theory with a reading of recent controversies concerning headscarves, cartoons, minarets and burkas, Lentin and Titley trace a transnational crisis that travels and is made to travel, and where rejecting multiculturalism is central to laundering increasingly acceptable forms of racism."--Publisher's website. 606 $aMulticulturalism 606 $aRacism 606 $aNeoliberalism 606 $aEthnic minorities & multicultural studies$2bicssc 615 0$aMulticulturalism. 615 0$aRacism. 615 0$aNeoliberalism. 615 7$aEthnic minorities & multicultural studies 676 $a305.8 686 $aMS 3530$2rvk 700 $aLentin$b Alana$01621250 702 $aTitley$b Gavan 801 0$bN 801 1$bCaBNVSL 801 2$bCaBNVSL 906 $aBOOK 912 $a9910812136003321 996 $aThe crises of multiculturalism$93954444 997 $aUNINA LEADER 05827nam 2200757 a 450 001 9911020015003321 005 20251116153540.0 010 $a9786611841010 010 $a9780470770801 010 $a0470770805 010 $a9781281841018 010 $a1281841013 010 $a9781615834778 010 $a161583477X 010 $a9780470770795 010 $a0470770791 035 $a(CKB)1000000000551097 035 $a(EBL)366798 035 $a(OCoLC)264714649 035 $a(SSID)ssj0000147488 035 $a(PQKBManifestationID)11910443 035 $a(PQKBTitleCode)TC0000147488 035 $a(PQKBWorkID)10011310 035 $a(PQKB)10160729 035 $a(MiAaPQ)EBC366798 035 $a(PPN)223474088 035 $a(Perlego)2759419 035 $a(EXLCZ)991000000000551097 100 $a20080414d2008 uy 0 101 0 $aeng 135 $aur|n||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEngineering design via surrogate modelling $ea practical guide /$fAlexander I.J. Forrester, Andras Sobester and Andy J. Keane 210 1$aChichester, West Sussex, United Kingdom :$cWiley,$d2008. 215 $a1 online resource (xviii, 210 pages) $cillustrations (some colour) 311 1 $a9780470060681 311 1 $a0470060689 320 $aIncludes bibliographical references and index. 327 $aEngineering Design via Surrogate Modelling; Contents; Preface; About the Authors; Foreword; Prologue; Part I Fundamentals; 1 Sampling Plans; 1.1 The 'Curse of Dimensionality' and How to Avoid It; 1.2 Physical versus Computational Experiments; 1.3 Designing Preliminary Experiments (Screening); 1.3.1 Estimating the Distribution of Elementary Effects; 1.4 Designing a Sampling Plan; 1.4.1 Stratification; 1.4.2 Latin Squares and Random Latin Hypercubes; 1.4.3 Space-filling Latin Hypercubes; 1.4.4 Space-filling Subsets; 1.5 A Note on Harmonic Responses; 1.6 Some Pointers for Further Reading 327 $aReferences2 Constructing a Surrogate; 2.1 The Modelling Process; 2.1.1 Stage One: Preparing the Data and Choosing a Modelling Approach; 2.1.2 Stage Two: Parameter Estimation and Training; 2.1.3 Stage Three: Model Testing; 2.2 Polynomial Models; 2.2.1 Example One: Aerofoil Drag; 2.2.2 Example Two: a Multimodal Testcase; 2.2.3 What About the k-variable Case?; 2.3 Radial Basis Function Models; 2.3.1 Fitting Noise-Free Data; 2.3.2 Radial Basis Function Models of Noisy Data; 2.4 Kriging; 2.4.1 Building the Kriging Model; 2.4.2 Kriging Prediction; 2.5 Support Vector Regression 327 $a2.5.1 The Support Vector Predictor2.5.2 The Kernel Trick; 2.5.3 Finding the Support Vectors; 2.5.4 Finding ; 2.5.5 Choosing C and ; 2.5.6 Computing : -SVR; 2.6 The Big(ger) Picture; References; 3 Exploring and Exploiting a Surrogate; 3.1 Searching the Surrogate; 3.2 Infill Criteria; 3.2.1 Prediction Based Exploitation; 3.2.2 Error Based Exploration; 3.2.3 Balanced Exploitation and Exploration; 3.2.4 Conditional Likelihood Approaches; 3.2.5 Other Methods; 3.3 Managing a Surrogate Based Optimization Process; 3.3.1 Which Surrogate for What Use? 327 $a3.3.2 How Many Sample Plan and Infill Points?3.3.3 Convergence Criteria; 3.4 Search of the Vibration Isolator Geometry Feasibility Using Kriging Goal Seeking; References; Part II Advanced Concepts; 4 Visualization; 4.1 Matrices of Contour Plots; 4.2 Nested Dimensions; Reference; 5 Constraints; 5.1 Satisfaction of Constraints by Construction; 5.2 Penalty Functions; 5.3 Example Constrained Problem; 5.3.1 Using a Kriging Model of the Constraint Function; 5.3.2 Using a Kriging Model of the Objective Function; 5.4 Expected Improvement Based Approaches 327 $a5.4.1 Expected Improvement With Simple Penalty Function5.4.2 Constrained Expected Improvement; 5.5 Missing Data; 5.5.1 Imputing Data for Infeasible Designs; 5.6 Design of a Helical Compression Spring Using Constrained Expected Improvement; 5.7 Summary; References; 6 Infill Criteria with Noisy Data; 6.1 Regressing Kriging; 6.2 Searching the Regression Model; 6.2.1 Re-Interpolation; 6.2.2 Re-Interpolation With Conditional Likelihood Approaches; 6.3 A Note on Matrix Ill-Conditioning; 6.4 Summary; References; 7 Exploiting Gradient Information; 7.1 Obtaining Gradients; 7.1.1 Finite Differencing 327 $a7.1.2 Complex Step Approximation 330 $aSurrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. They provide a global model of some metric of a design (such as weight, aerodynamic drag, cost, etc.), which can then be optimized efficiently. Engineering Design via Surrogate Modelling is a self-contained guide to surrogate models and their use in engineering design. The fundamentals of building, selecting, validating, searching and refining a surrogate are presented in a manner accessible to novices in the field. Figures are used liberally to explain the key 606 $aEngineering design$xMathematical models 606 $aEngineering design$xStatistical methods 606 $aEnginyeria$xDisseny$xModels matemàtics$2lemac 606 $aEnginyeria$xDisseny$xMètodes estadístics$2lemac 615 0$aEngineering design$xMathematical models. 615 0$aEngineering design$xStatistical methods. 615 7$aEnginyeria$xDisseny$xModels matemàtics. 615 7$aEnginyeria$xDisseny$xMètodes estadístics. 676 $a620/.0042015118 700 $aForrester$b Alexander I. J.$01675328 702 $aSo?bester$b Andra?s 702 $aKeane$b A. J. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911020015003321 996 $aEngineering design via surrogate modelling$94040700 997 $aUNINA