Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Stochastic Learning and Optimization: A Sensitivity-Based Approach

Stochastic Learning and Optimization: A Sensitivity-Based Approach

Cao, Xi-Ren

Hardcover

General ComputersGeneral Mathematics

ISBN10: 038736787X
ISBN13: 9780387367873
Publisher: Springer
Published: Oct 12 2007
Pages: 566
Weight: 2.41
Height: 1.62 Width: 6.38 Depth: 9.41
Language: English

Performance optimization is vital in the design and operation of modern engineering systems, including communications, manufacturing, robotics, and logistics. Most engineering systems are too complicated to model, or the system parameters cannot be easily identified, so learning techniques have to be applied. This book provides a unified framework based on a sensitivity point of view. It combines currently prominent research on reinforcement learning / neuro-dynamic programming with a unique research approach based on sensitivity analysis and discrete-event systems concepts. This new perspective on a popular topic is presented by a well respected expert in the field.

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