Introduction to Applied Optimization

AvUrmila M. Diwekar

Inbunden, Engelska, 2020

Del 22 i serien Springer Optimization and Its Applications

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Beskrivning

Linear programming, nonlinear programming, discrete optimization, global optimization, optimization under uncertainty, multi-objective optimization, optimal control, and stochastic optimal control are introduced in each self-contained chapter, with exercises, examples, and case studies, the true gems of this text.

Produktinformation

Utgivningsdatum:2020-10-30
Mått:155 x 235 x 32 mm
Vikt:742 g
Format:Inbunden
Språk:Engelska
Serie:Springer Optimization and Its Applications
Antal sidor:358
Upplaga:3
Förlag:Springer Nature Switzerland AG
ISBN:9783030554033

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Mer om författaren

Urmila Diwekar is the president of the Vishwamitra Research, a non-profit research institute that she founded to pursue multidisciplinary research in the areas of Optimization under Uncertainty and Computer-aided Design applied to Energy, Environment, and Sustainability. From 2002-2004, she was a Professor in the Departments of Chemical Engineering, Bio-Engineering, and Industrial Engineering, and in the Institute for Environmental Science and Policy, at the University of Illinois at Chicago (UIC). She has a special formal arrangement with UIC where remains as the main advisor for her Ph.D. and M.S. students and teaches a course on optimization. From 1991-2002 she was on the faculty of the Carnegie Mellon University, with early promotions to both the Associate and the Full Professor level.

Innehållsförteckning

1. Introduction.- 2. Linear Programming.- 3. Nonlinear Programming.-4. Discrete Optimization.- 5. Optimization Under Uncertainty.- 6. Multiobjective Optimization.- 7.Optimal Control and Dynamic Optimization.- Index.