The purpose of this book is to present the main methods of
static and dynamic optimization. It has been written within the
framework of the European Union project – ERRIC (Empowering
Romanian Research on Intelligent Information Technologies), funded
by the EU’s FP7 Research Potential program and developed in
cooperation between French and Romanian teaching researchers.
Through the principles of various proposed algorithms (with
additional references) this book allows the interested reader to
explore various methods of implementation such as linear
programming, nonlinear programming – particularly important
given the wide variety of existing algorithms, dynamic programming
with various application examples and Hopfield networks. The book
examines optimization in relation to systems identification;
optimization of dynamic systems with particular application to
process control; optimization of large scale and complex systems;
optimization and information systems.
Tabella dei contenuti
Preface
Chapter 1 Linear programming
Chapter 2 Non-linear programming
Chapter 3 Dynamic Programming
Chapter 4 Hopfield Networks
Chapter 5 Optimization in System Identification
Chapter 6 Optimization of dynamic systems
Chapter 7 Optimization of large scale systems
Chapter 8 Optimization and information systems
Biography
Acronyms
Index
Circa l’autore
Pierre Borne is Professor ‘de Classe Exceptionnelle’ at the Ecole Centrale de Lille, France.
Dumitru Popescu is Professor at the Faculty of Computers and Automatic Control of Bucharest, Romania.
Professor Florin Gheorghe Filip, member of the Romanian Academy. Is the vice-president of the Romanian Academy and a senior researcher the National Computer Science Research and Development Institute, Bucharest, Romania.
Dan Stefanoiu is Professor at ‘Politehnica’ University of Bucharest, Romania.
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