Stochastic Learning and Optimization: A Sensitivity-Based Approach (The International Series on Discrete Event Dynamic Systems)
Language: English
Published by Springer, 2007
- Hardcover
- Used
Seller: Mispah books, Redhill, Surrey, United KingdomMispah books
AbeBooks seller since April 15, 2021
Condition: Used - As new
£ 229.00
Quantity: 1 available
Add to basketItem description from seller
LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS.
Seller Inventory # ERICA758038736787X5
- Title
- Stochastic Learning and Optimization: A Sensitivity-Based Approach (The International Series on Discrete Event Dynamic Systems)
- Author
- Cao, Xi-Ren
- Publisher
- Springer
- Publication year
- 2007
- Condition
- Like New
- Book Type
- book
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 038736787X
- ISBN 13
- 9780387367873
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 is a multi-disciplinary area which has been attracting wide attention across many disciplines. Areas such as perturbation analysis (PA) in discrete event dynamic systems (DEDSs), Markov decision processes (MDPs) in operations research, reinforcement learning (RL) or neuro-dynamic programming (NDP) in computer science, identification and adaptive control (I&AC) in control systems, share the common goal: to make the "best decision" to optimize system performance.
This book provides a unified framework based on a sensitivity point of view. It also introduces new approaches and proposes new research topics within this sensitivity-based framework.
"Synopsis" may belong to another edition of this title.
From the Back Cover
Stochastic learning and optimization is a multidisciplinary subject that has wide applications in modern engineering, social, and financial problems, including those in Internet and wireless communications, manufacturing, robotics, logistics, biomedical systems, and investment science. This book is unique in the following aspects.
- (Four areas in one book) This book covers various disciplines in learning and optimization, including perturbation analysis (PA) of discrete-event dynamic systems, Markov decision processes (MDP)s), reinforcement learning (RL), and adaptive control, within a unified framework.
- (A simple approach to MDPs) This book introduces MDP theory through a simple approach based on performance difference formulas. This approach leads to results for the n-bias optimality with long-run average-cost criteria and Blackwell's optimality without discounting.
- (Event-based optimization) This book introduces the recently developed event-based optimization approach, which opens up a research direction in overcoming or alleviating the difficulties due to the curse of dimensionality issue by utilizing the system's special features.
- (Sample-path construction) This book emphasizes physical interpretations based on the sample-path construction.
"About the title" may belong to another edition of this title.
Mispah books
Redhill, Surrey, United Kingdom
AbeBooks seller since April 15, 2021
Shipping rates from United Kingdom to U.S.A.
| Item | 14 to 15 business days | 9 to 10 business days |
|---|---|---|
| First item | £ 25.00 | £ 27.00 |
Payment methods
Store description
We have collection of General books ,Science Books, Fiction & Academic Books. we ship from multiple location. Delhi, US and UK Return Address Mispah books flat4 , Centenary court, 30 Warwick Road Redhill , SURRE RH1 1FQ United Kingdom
Specialty
Fiction & Academic Books, Science, GeneralSeller's business information
Mispah books
United Kingdom
Terms of sale
We offer excellent customer service & easy return facility.
we ship from Multiple location,UK,India,US
Return address:
Mispah books
flat4 ,
Centenary court, 30 Warwick Road
Redhill , SURRE RH1 1FQ
United Kingdom
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Mispah books, Redhill, Surrey, United Kingdom, without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.