05089nam 2200493 450 99646655010331620231110212639.03-030-76275-0(MiAaPQ)EBC6941321(Au-PeEL)EBL6941321(CKB)21435621700041(PPN)261518836(EXLCZ)992143562170004120221110d2022 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAn optimization primer /Johannes O. Royset and Roger J.-B. WetsCham, Switzerland :Springer,[2022]©20221 online resource (692 pages)Springer Series in Operations Research and Financial Engineering Print version: Royset, Johannes O. An Optimization Primer Cham : Springer International Publishing AG,c2022 9783030762742 Includes bibliographical references and index.Intro -- Preface -- How to Read the Book -- Supporting Material -- Acknowledgements -- Contents -- 1 PRELUDE -- 1.A The Mathematical Curtain Rise -- 1.B Data Smoothing -- 1.C Optimization under Uncertainty -- 1.D Convex Analysis -- 1.E Estimation and Classification -- 1.F Gradient Descent Method -- 1.G Newton's Method -- 1.H Acceleration and Regularization -- 1.I Quasi-Newton Methods -- 1.J Coordinate Descent Algorithms -- 2 CONVEX OPTIMIZATION -- 2.A Formulations -- 2.B Subderivatives and Subgradients -- 2.C Subgradient Calculus -- 2.D Proximal Gradient Methods -- 2.E Linear Constraints -- 2.F Karush-Kuhn-Tucker Condition -- 2.G Interior-Point Method -- 2.H Support Vector Machines -- 2.I Subgradient Method -- 2.J Conic Constraints -- 2.K Polyhedral Analysis -- 3 OPTIMIZATION UNDER UNCERTAINTY -- 3.A Product Mix Optimization -- 3.B Expectation Functions -- 3.C Risk Modeling -- 3.D Models of Uncertainty -- 3.E Risk-Adaptive Design -- 3.F Optimality in Stochastic Optimization -- 3.G Stochastic Gradient Descent -- 3.H Simple Recourse Problems -- 3.I Control of Water Pollution -- 3.J Linear Recourse Problems -- 3.K Network Capacity Expansion -- 4 MINIMIZATION PROBLEMS -- 4.A Formulations -- 4.B Network Design and Operation -- 4.C Epigraphical Approximation Algorithm -- 4.D Constraint Softening -- 4.E Set Analysis -- 4.F Robotic Path Planning -- 4.G Tangent and Normal Cones I -- 4.H Tangent and Normal Cones II -- 4.I Subdifferentiability -- 4.J Optimality Conditions -- 4.K SQP and Interior-Point Methods -- 5 PERTURBATION AND DUALITY -- 5.A Rockafellians -- 5.B Quantitative Stability -- 5.C Lagrangians and Dual Problems -- 5.D Lagrangian Relaxation -- 5.E Saddle Points -- 5.F Strong Duality -- 5.G Reformulations -- 5.H L-Shaped Method -- 5.I Monitoring Functions -- 5.J Lagrangian Finite-Generation Method -- 6 WITHOUT CONVEXITY OR SMOOTHNESS.6.A Second-Order Analysis -- 6.B Augmented Lagrangians -- 6.C Epigraphical Nesting -- 6.D Optimality Conditions -- 6.E Sup-Projections -- 6.F Proximal Composite Method -- 6.G Design of Multi-Component Systems -- 6.H Difference-of-Convex Functions -- 6.I DC in Regression and Classification -- 6.J Approximation Errors -- 7 GENERALIZED EQUATIONS -- 7.A Formulations -- 7.B Equilibrium in Energy Markets -- 7.C Traffic Equilibrium -- 7.D Reformulation as Minimization Problems -- 7.E Projection Methods -- 7.F Nonsmooth Newton-Raphson Algorithm -- 7.G Continuity of Set-Valued Mappings -- 7.H Graphical Approximation Algorithm -- 7.I Consistent Approximations -- 7.J Approximation Errors -- 8 RISK MODELING AND SAMPLE AVERAGES -- 8.A Estimation of Optimality Gaps -- 8.B Risk and Regret -- 8.C Risk-Adaptive Data Analytics -- 8.D Duality -- 8.E Subgradients of Functionals -- 8.F Residual Risk and Surrogates -- 8.G Sample Average Approximations -- 8.H Concentration Inequalities -- 8.I Diametrical Stochastic Optimization -- 9 GAMES AND MINSUP PROBLEMS -- 9.A Nash Games -- 9.B Formulation as Minsup Problems -- 9.C Bifunctions and Solutions -- 9.D Lopsided Approximation Algorithm -- 9.E Lop-Convergence I -- 9.F Lop-Convergence II -- 9.G Approximation of Games -- 9.H Walras Barter Model -- 10 DECOMPOSITION -- 10.A Proximal Alternating Gradient Method -- 10.B Linkage Constraints -- 10.C Progressive Decoupling Algorithm -- 10.D Local Elicitation -- 10.E Decoupling in Stochastic Optimization -- 10.F Strong Monotonicity -- 10.G Variational Convexity and Elicitation -- 10.H Nonlinear Linkage -- References -- Index.Springer Series in Operations Research and Financial Engineering Optimització matemàticathubMathematical optimizationLlibres electrònicsthubOptimització matemàticaMathematical optimization.519.6Royset Johannes O.1218704Wets Roger J.-B.MiAaPQMiAaPQMiAaPQBOOK996466550103316An optimization primer2974976UNISA04367nam 2200697 450 991081652500332120230725053644.01-61703-007-4(CKB)2550000000060276(EBL)746919(OCoLC)758384936(SSID)ssj0000568928(PQKBManifestationID)12290412(PQKBTitleCode)TC0000568928(PQKBWorkID)10540295(PQKB)11029810(StDuBDS)EDZ0000204130(MiAaPQ)EBC746919(Au-PeEL)EBL746919(CaPaEBR)ebr11204188(EXLCZ)99255000000006027620151001h20112011 uy 0engur|n|---|||||txtccrA decade of dark humor how comedy, irony, and satire shaped post-9/11 America /edited by Ted Gournelos and Viveca Greene ; contributors, Gavin Benke [and twelve others]Jackson, [Mississippi] :University Press of Mississippi,2011.©20111 online resource (481 p.)Description based upon print version of record.1-61703-006-6 Includes bibliographical references at the end of each chapters and index.Cover Page; Title Page; Copyright Page; Dedication; Contents; Acknowledgments; Introduction: Popular Culture and Post-9/11 Politics; Part One First Responders; Chapter One Everything Changes Forever (Temporarily): Late-Night Television Comedy after 9/11; Chaper Two "Where Was King Kong When We needed Him?": Public Discourse, Digital Disaster Jokes, and the Functions of Laughter after 9/11; Chapter Three "The Arab Is the New Nigger": African American Comics Confront the Irony & Tragedy of 9/11; Chapter Four Humor, Terror, and Dissent: The Onion after 9/11; Part Two Enter the "War on Terror"Chapter Five Laughs, Tears, and Breakfast Cereals: Rethinking Trauma and Post-9/11 Politics in Art Spiegelman's In the Shadow of No TowersChapter Six Republican Decline and Culture Wars in 9/11 Humor; Chapter Seven Critique, Counternarratives, and Ironic Intervention in South Park and Stephen Colbert; Chapter Eight Humoring 9/11 Skepticism; Part Three Rethinking Post-9/11 Politics; Chapter Nine Laughing Doves: U.S. Antiwar Satire from Niagara to Fallujah; Chapter Ten "Hummer Rhymes with Dumber": Neoliberalism, Irony, and the Cartoons of Jeff DanzigerChapter Eleven Laughing All the Way to the Bank: Enron, Humor, and Political EconomyChapter Twelve What's So Funny about a Dead Terrorist?: Toward an Ethics of Humor for the Digital Age; Coda: Humor, Pedagogy, and Cultural Studies; Contributors; IndexA Decade of Dark Humor analyzes ways in which popular and visual culture used humor-in a variety of forms-to confront the attacks of September 11, 2001 and, more specifically, the aftermath. This interdisciplinary volume brings together scholars from four countries to discuss the impact of humor and irony on both media discourse and tangible political reality. Furthermore, it demonstrates that laughter is simultaneously an avenue through which social issues are deferred or obfuscated, a way in which neoliberal or neoconservative rhetoric is challenged, and a means of forming alternative politiPolitical cultureUnited StatesHistory21st centurySeptember 11 Terrorist Attacks, 2001InfluencePolitical satire, AmericanMass mediaPolitical aspectsUnited StatesAmerican wit and humorHistory and criticismUnited StatesPolitics and government2001-2009HumorUnited StatesPolitics and government2001-2009Political cultureHistorySeptember 11 Terrorist Attacks, 2001Influence.Political satire, American.Mass mediaPolitical aspectsAmerican wit and humorHistory and criticism.973.931Gournelos Ted1979-Greene VivecaBenke GavinMiAaPQMiAaPQMiAaPQBOOK9910816525003321A decade of dark humor4032062UNINA