Modeling change and uncertainty : machine learning and other techniques /: machine learning and other techniques. (2022)
- Record Type:
- Book
- Title:
- Modeling change and uncertainty : machine learning and other techniques /: machine learning and other techniques. (2022)
- Main Title:
- Modeling change and uncertainty : machine learning and other techniques
- Further Information:
- Note: William P. Fox, Robert E. Burks.
- Authors:
- Fox, William P, 1949-
Burks, Robert - Contents:
- Contents Preface......................................................................................................................xi Author Biographies ........................................................................................... xvii 1. Perfect Partners: Combining Models of Change and Uncertainty with Technology .....................................................................1 2. Modeling Change: Discrete Dynamical Systems (DDS) and Modeling Systems of DDS ...............................................................19 3. Statistical and Probabilistic Models........................................................73 4. Modeling with Probability......................................................................121 5. Differential Equations ..............................................................................181 6. Forecasting with Linear Programming and Machine Learning ......237 7. Stochastic Models and Markov Chains................................................271 8. Linear Programming .................................................................................287 9. Simulation of Queuing Models .............................................................329 10. Modeling of Financial Analysis .............................................................357 11. Reliability Models.....................................................................................395 12. Machine Learning and Unconstrained OptimalContents Preface......................................................................................................................xi Author Biographies ........................................................................................... xvii 1. Perfect Partners: Combining Models of Change and Uncertainty with Technology .....................................................................1 2. Modeling Change: Discrete Dynamical Systems (DDS) and Modeling Systems of DDS ...............................................................19 3. Statistical and Probabilistic Models........................................................73 4. Modeling with Probability......................................................................121 5. Differential Equations ..............................................................................181 6. Forecasting with Linear Programming and Machine Learning ......237 7. Stochastic Models and Markov Chains................................................271 8. Linear Programming .................................................................................287 9. Simulation of Queuing Models .............................................................329 10. Modeling of Financial Analysis .............................................................357 11. Reliability Models.....................................................................................395 12. Machine Learning and Unconstrained Optimal Process..................411 Reference ...................................................................................................... 442; Index .....................................................................................................................443 … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2022
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 511.8
Mathematical models
Mathematical analysis - Languages:
- English
- ISBNs:
- 9781000603903
9781000603873
9781003298762 - Related ISBNs:
- 9781032062372
- Notes:
- Note: Includes bibliographical references and index.
Note: Description based on CIP data; resource not viewed. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.697201
- Ingest File:
- 12_031.xml