Advancing Parametric Optimization
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Author | : Nathan Adelgren |
Publisher | : Springer Nature |
Total Pages | : 118 |
Release | : 2021-01-21 |
Genre | : Mathematics |
ISBN | : 3030618218 |
The theory presented in this work merges many concepts from mathematical optimization and real algebraic geometry. When unknown or uncertain data in an optimization problem is replaced with parameters, one obtains a multi-parametric optimization problem whose optimal solution comes in the form of a function of the parameters.The theory and methodology presented in this work allows one to solve both Linear Programs and convex Quadratic Programs containing parameters in any location within the problem data as well as multi-objective optimization problems with any number of convex quadratic or linear objectives and linear constraints. Applications of these classes of problems are extremely widespread, ranging from business and economics to chemical and environmental engineering. Prior to this work, no solution procedure existed for these general classes of problems except for the recently proposed algorithms
Author | : Ravipudi Venkata Rao |
Publisher | : Springer Nature |
Total Pages | : 584 |
Release | : |
Genre | : |
ISBN | : 981974654X |
Author | : John C. Nash |
Publisher | : John Wiley & Sons |
Total Pages | : 304 |
Release | : 2014-04-03 |
Genre | : Mathematics |
ISBN | : 1118883969 |
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.
Author | : Ravipudi Venkata Rao |
Publisher | : Springer Nature |
Total Pages | : 710 |
Release | : 2023-04-07 |
Genre | : Technology & Engineering |
ISBN | : 9811992851 |
This book comprises peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2022. The book combines contributions from academics and industry professionals and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer, and electronics engineering. The book discusses different optimization techniques and algorithms such as genetic algorithm, non-dominated sorting genetic algorithm-II, and III, differential search, particle swarm optimization, fruit fly algorithm, cuckoo search, teaching–learning-based optimization algorithm, grey wolf optimization, Jaya algorithm, Rao algorithms, and many other latest meta-heuristic techniques and their applications. Various multi-attribute decision-making methods such as AHP, TOPSIS, ELECTRE, PROMETHEE, DEMATEL, R-method, fuzzy logic, and their applications are also discussed. This book serves as a valuable reference for students, researchers, and practitioners and helps them in solving a wide range of optimization problems.
Author | : R. Venkata Rao |
Publisher | : Springer |
Total Pages | : 836 |
Release | : 2019-07-09 |
Genre | : Technology & Engineering |
ISBN | : 9811381968 |
This book comprises select peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2018. The book combines contributions from academics and industry professionals, and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer and electronics engineering. Different optimization techniques and algorithms such as genetic algorithm (GA), differential evolution (DE), simulated annealing (SA), particle swarm optimization (PSO), artificial bee colony (ABC) algorithm, artificial immune algorithm (AIA), teaching-learning-based optimization (TLBO) algorithm and many other latest meta-heuristic techniques and their applications are discussed. This book will serve as a valuable reference for students, researchers and practitioners and help them in solving a wide range of optimization problems.
Author | : Sumit Bhowmik |
Publisher | : |
Total Pages | : |
Release | : 2019 |
Genre | : TECHNOLOGY & ENGINEERING |
ISBN | : 9783030000370 |
This book covers various multiple-criteria decision making (mcdm) methods for modeling and optimization of advanced manufacturing processes (AMPs). Processes such as non-conventional machining, rapid prototyping, environmentally conscious machining and hybrid machining are finally put together in a single book. It highlights the research advances and discusses the published literature of the last 15 years in the field. Case studies of real life manufacturing situations are also discussed.
Author | : Aboul Ella Hassanien |
Publisher | : Springer |
Total Pages | : 932 |
Release | : 2017-08-30 |
Genre | : Technology & Engineering |
ISBN | : 3319648616 |
This book gathers the proceedings of the 3rd International Conference on Advanced Intelligent Systems and Informatics 2017 (AISI2017), which took place in Cairo, Egypt from September 9 to 11, 2017. This international and interdisciplinary conference, which highlighted essential research and developments in the field of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE). The book’s content is divided into five main sections: Intelligent Language Processing, Intelligent Systems, Intelligent Robotics Systems, Informatics, and the Internet of Things.
Author | : Elena Zattoni |
Publisher | : Springer Nature |
Total Pages | : 1441 |
Release | : 2022-06-13 |
Genre | : Technology & Engineering |
ISBN | : 3030853187 |
This book, published in two volumes, embodies the proceedings of the 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) held in Bologna, Italy, in November 2019. It features contributed and invited papers from academics and professionals specializing in an important aspect of control and automation. The book discusses current theoretical research developments and open problems and illustrates practical applications and industrial priorities. With a focus on both theory and applications, it spans a wide variety of up-to-date topics in the field of systems and control, including robust control, adaptive control, fault-tolerant control, control reconfiguration, and model-based diagnosis of linear, nonlinear and hybrid systems. As the subject coverage has expanded to include cyber-physical production systems, industrial internet of things and sustainability issues, some contributions are of an interdisciplinary nature, involving ICT disciplines and environmental sciences. This book is a valuable reference for both academics and professionals in the area of systems and control, with a focus on advanced control, automation, fault diagnosis and condition monitoring.
Author | : Bibudhendu Pati |
Publisher | : Springer Nature |
Total Pages | : 686 |
Release | : 2022-09-21 |
Genre | : Technology & Engineering |
ISBN | : 981192225X |
This book gathers high-quality research papers presented at the 6th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2021) organized by Bhubaneswar Institute of Technology, Bhubaneswar, Odisha, India, during December 23–24, 2021. It includes sections describing technical advances and the latest research in the fields of computing and intelligent engineering. Intended for graduate students and researchers working in the disciplines of computer science and engineering, the proceedings also appeal to researchers in the field of electronics, as they cover hardware technologies and future communication technologies.
Author | : S.S Thipse |
Publisher | : ALPHA SCIENCE INTERNATIONAL LIMITED |
Total Pages | : 358 |
Release | : 2013-01-10 |
Genre | : Technology & Engineering |
ISBN | : 184265974X |
Advanced Thermodynamics covers Extensive coverage of thermodynamics applications; Detailed discussion on chemical thermodynamics; Explanation of combustion phenomena; Discussion on entropy; Exergy and its applications; Application of Phases and Gibbs rule; Statistical thermodynamics; Description of various distributions and partition function; Thermodynamic laws and their applications; Information on Gas Mixtures; Thermodynamic property relations.