Neural Approximations for Optimal Control and Decision

Chapter 1. The Basic Infinite-Dimensional or Functional Optimization Problem.- Chapter 2. From Functional Optimization to Nonlinear Programming by the Extended Ritz Method.- Chapter 3. Some Families of FSP Functions and Their Properties.- Chapter 4. Design of Mathematical Models by Learning from Data and FSP Functions.- Chapter 5. Numerical Methods for Integration and Search for Minima.- Chapter 6. Deterministic Optimal Control Over a Finite Horizon.- Chapter 7. Stochastic Optimal Control with Perfect State Information over a Finite Horizon.- Chapter 8. Stochastic Optimal Control with Imperfect State Information over a Finite Horizon.- Chapter 9. Team Optimal Control Problems.- Chapter 10. Optimal Control Problems over an Infinite Horizon.- Index.

Riccardo Zoppoli received the "Laurea" degree in electronic engineering from the University of Genoa, Italy, in 1965, and the title of "Libero Docente" in 1971. From 1968 to 1979, he was an Associate Professor of Control Theory at the University of Genoa. Since 1980, he has been Full Professor of Control Theory and Operations Research at the same University. In 1972, was a NATO Visiting Scholar at the University of California at Los Angeles. From 1979 to 1985, he was responsible for the special project "Distributed Process Control Systems" supported by the National Research Council of Italy. He is the author of more than 100 papers scientific papers in the area of systems theory and operations research. His more recent research interests include large-scale systems, team theory, optimal control and filtering, and neural approximations. Prof. Zoppoli has served on various national and international and academic committees and as member of several boards of technical boards. In 2017, he received the title of "Professor Emeritus" from University of Genova, Italy.

Marcello Sanguineti was born in Chiavari (Genoa), Italy. He received the ``Laurea'' (MSc) degree cum laude in Electronic Engineering and the PhD degree in Electronic Engineering and Computer Science, both from the University of Genova (Italy). He is currently Associate Professor of Operations Research at the University of Genova, with National Scientific Qualification as Full Professor, where he teaches "Operations Research", "Optimization Techniques" and "Strategic Choices: Games and Team Optimization". He is also Research Associate at CNR-INM (Institute for Marine Engineering) and Guest Scholar at IMT - School for Advances Studies (Lucca, Italy). Previously he was Research Associate at CNR-ISSIA (Institute of Intelligent Systems for Automation). He was member of the Scientific Boards of several PhD programs at the University of Genova, currently the PhD program in Computer Science