
Nonlinear Systems and Optimization for the Chemical Engineer
Solving Numerical Problems
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Nonlinear Systems and Optimization for the Chemical Engineer
Solving Numerical Problems
About this book
This third book in a suite of four practical guides is an engineer's companion to using numerical methods for the solution of complex mathematical problems. The required software is provided by way of the freeware mathematical library BzzMath that is developed and maintained by the authors. The present volume focuses on optimization and nonlinear systems solution. The book describes numerical methods, innovative techniques and strategies that are all implemented in a well-established, freeware library. Each of these handy guides enables the reader to use and implement standard numerical tools for their work, explaining the theory behind the various functions and problem solvers, and showcasing applications in diverse scientific and engineering fields. Numerous examples, sample codes, programs and applications are proposed and discussed. The book teaches engineers and scientists how to use the latest and most powerful numerical methods for their daily work.
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Information
Table of contents
- Cover
- Related Titles
- Title Page
- Copyright
- Preface
- Chapter 1: Function Root-Finding
- Chapter 2: One-Dimensional Optimization
- Chapter 3: Unconstrained Optimization
- Chapter 4: Large-Scale Unconstrained Optimization
- Chapter 5: Robust Unconstrained Minimization
- Chapter 6: Robust Function Root-Finding
- Chapter 7: Nonlinear Systems
- Chapter 8: Underdimensioned Nonlinear Systems
- Chapter 9: Constrained Minimization
- Chapter 10: Linear Programming
- Chapter 11: Quadratic Programming
- Chapter 12: Constrained Minimization: Penalty and Barrier Functions
- Chapter 13: Constrained Minimization: Active Set Methods
- Chapter 14: Parametric Continuation in Optimization and Process Control
- References
- Appendix A: Copyrights
- Index
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