INTRODUCTION TO LINEAR OPTIMIZATION - Nemirovski Arkadi
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The book presents a graduate level, rigorous, and self-contained introduction to linear optimization (LO), the presented topics beingexpressive abilities of LO; geometry of LO - structure of polyhedral sets, LO duality and its applications; traditional LO algorithms - primal and dual simplex methods, and network simplex method; polynomial time solvability of LO via ellipsoid algorithm; conic programming wit ... Pilns apraksts
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Aprašymas
The book presents a graduate level, rigorous, and self-contained introduction to linear optimization (LO), the presented topics beingexpressive abilities of LO; geometry of LO - structure of polyhedral sets, LO duality and its applications; traditional LO algorithms - primal and dual simplex methods, and network simplex method; polynomial time solvability of LO via ellipsoid algorithm; conic programming with emphasis on expressing abilities of second order and semidefinite optimization, and polynomial time primal-dual interior point algorithms for linear and semidefinite optimization.
Vairāk informācijas
| Autors | Nemirovski Arkadi |
|---|---|
| Izdevējs | World Scientific |
| Izlaides gads | 2024 |
| Vāka tips | Mīkstais vāks |
| EAN | 9789811278730 |