Introductory Lectures on Convex Programming Volume I: Basic course Yu. Nesterov July 2, 1998 Contents Introduction 5 1 Nonlinear Programming 9 1.1 The World of Nonlinear Optimization . . . . . . . . . . . . . . . . . . . . . . 9 ...
Usually they come from some design or planning procedures facing to the limits on different resources (budget, raw materials, labor, time, etc.). The required amounts of these resources become the decision variables. It is convenient to represent them by a vector \\\( x\\\in {R^n} \\...
IntroductoryLecturesonConvexProgramming VolumeI:Basiccourse Yu.Nesterov July2,1998Contents Introduction5 1NonlinearProgramming9 1.1TheWorldofNonlinearOptimization...9 1.1.1Generalformulationoftheproblem...9 1.1.2Performanceofnumericalmethods...12 1.1.3Complexityboundsforglobaloptimization...14 1.1.4Identitycards...
otherkIntroductory Lectures on Convex ProgrammingVolume I: Basic courseYu. NesterovJuly 2, 1998
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