Nonlinear Parameter Optimization Using R Tools:
Nonlinear Parameter Optimization Using R John C. Nash, Telfer School of Management, University of Ottawa, Canada A systematic and comprehensive treatment of optimization software using R In recent decades, optimization techniques have been streamlined by computational and artificial intelligence met...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Somerset
Wiley
2014
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| Ausgabe: | 1st ed |
| Schlagworte: | |
| Zusammenfassung: | Nonlinear Parameter Optimization Using R John C. Nash, Telfer School of Management, University of Ottawa, Canada A systematic and comprehensive treatment of optimization software using R In recent decades, optimization techniques have been streamlined by computational and artificial intelligence methods to analyze more variables, especially under non-linear, multivariable conditions, more quickly than ever before. Optimization is an important tool for decision science and for the analysis of physical systems used in engineering. Nonlinear Parameter Optimization with R explores the principal tools available in R for function minimization, optimization, and nonlinear parameter determination and features numerous examples throughout. Nonlinear Parameter Optimization with R: Provides a comprehensive treatment of optimization techniques Examines optimization problems that arise in statistics and how to solve them using R Enables researchers and practitioners to solve parameter determination problems Presents traditional methods as well as recent developments in R Is supported by an accompanying website featuring R code, examples and datasets Researchers and practitioners who have to solve parameter determination problems who are users of R but are novices in the field optimization or function minimization will benefit from this book. It will also be useful for scientists building and estimating nonlinear models in various fields such as hydrology, sports forecasting, ecology, chemical engineering, pharmaco-kinetics, agriculture, economics and statistics |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 online resource (312 pages) |
| ISBN: | 9781118883969 9781118569283 |
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| spelling | Nash, John C. 1947- Verfasser (DE-588)1045402818 aut Nonlinear Parameter Optimization Using R Tools 1st ed Somerset Wiley 2014 © 2013 1 online resource (312 pages) txt rdacontent c rdamedia cr rdacarrier Description based on publisher supplied metadata and other sources Nonlinear Parameter Optimization Using R John C. Nash, Telfer School of Management, University of Ottawa, Canada A systematic and comprehensive treatment of optimization software using R In recent decades, optimization techniques have been streamlined by computational and artificial intelligence methods to analyze more variables, especially under non-linear, multivariable conditions, more quickly than ever before. Optimization is an important tool for decision science and for the analysis of physical systems used in engineering. Nonlinear Parameter Optimization with R explores the principal tools available in R for function minimization, optimization, and nonlinear parameter determination and features numerous examples throughout. Nonlinear Parameter Optimization with R: Provides a comprehensive treatment of optimization techniques Examines optimization problems that arise in statistics and how to solve them using R Enables researchers and practitioners to solve parameter determination problems Presents traditional methods as well as recent developments in R Is supported by an accompanying website featuring R code, examples and datasets Researchers and practitioners who have to solve parameter determination problems who are users of R but are novices in the field optimization or function minimization will benefit from this book. It will also be useful for scientists building and estimating nonlinear models in various fields such as hydrology, sports forecasting, ecology, chemical engineering, pharmaco-kinetics, agriculture, economics and statistics Mathematical optimization Nonlinear theories R (Computer program language) Erscheint auch als Druck-Ausgabe Nash, John C . Nonlinear Parameter Optimization Using R Tools |
| spellingShingle | Nash, John C. 1947- Nonlinear Parameter Optimization Using R Tools Mathematical optimization Nonlinear theories R (Computer program language) |
| title | Nonlinear Parameter Optimization Using R Tools |
| title_auth | Nonlinear Parameter Optimization Using R Tools |
| title_exact_search | Nonlinear Parameter Optimization Using R Tools |
| title_full | Nonlinear Parameter Optimization Using R Tools |
| title_fullStr | Nonlinear Parameter Optimization Using R Tools |
| title_full_unstemmed | Nonlinear Parameter Optimization Using R Tools |
| title_short | Nonlinear Parameter Optimization Using R Tools |
| title_sort | nonlinear parameter optimization using r tools |
| topic | Mathematical optimization Nonlinear theories R (Computer program language) |
| topic_facet | Mathematical optimization Nonlinear theories R (Computer program language) |
| work_keys_str_mv | AT nashjohnc nonlinearparameteroptimizationusingrtools |