Nanayakkara, Thrishantha
Intelligent control systems with an introduction to system of systems engineering / Thrishantha Nanayakkara, Ferat Sahin, Mo Jamshidi - Boca Raton : CRC Press, c2010. - xvii, 423 p. : ill. ; 25 cm. - System of systems engineering series . - System of systems engineering series. .
Introduction -- Elements of a classical control system -- Introduction to system of systems -- Observer design and Kalman filtering -- Fuzzy systems : sets, logic, and control -- Neural network-based control -- System of systems simulation -- Control of system of systems -- Reward-based behavior adaptation -- An automated system to induce and innovate advanced skills in a group of networked machine operators -- A system of intelligent robots-trained animals-humans in a humanitarian demining application -- Robotic swarms for mine detection system of systems approach.
From aeronautics and manufacturing to healthcare and disaster management, systems engineering (SE) focuses on designing applications that ensure performance optimization. This title integrates the fundamentals of artificial intelligence and systems control in a framework applicable to both simple dynamic systems and large-scale system of systems.
9781420079241 1420079247
2009039083
Intelligent control systems
Systems engineering
Large scale systems
629.8 NA IN
Intelligent control systems with an introduction to system of systems engineering / Thrishantha Nanayakkara, Ferat Sahin, Mo Jamshidi - Boca Raton : CRC Press, c2010. - xvii, 423 p. : ill. ; 25 cm. - System of systems engineering series . - System of systems engineering series. .
Introduction -- Elements of a classical control system -- Introduction to system of systems -- Observer design and Kalman filtering -- Fuzzy systems : sets, logic, and control -- Neural network-based control -- System of systems simulation -- Control of system of systems -- Reward-based behavior adaptation -- An automated system to induce and innovate advanced skills in a group of networked machine operators -- A system of intelligent robots-trained animals-humans in a humanitarian demining application -- Robotic swarms for mine detection system of systems approach.
From aeronautics and manufacturing to healthcare and disaster management, systems engineering (SE) focuses on designing applications that ensure performance optimization. This title integrates the fundamentals of artificial intelligence and systems control in a framework applicable to both simple dynamic systems and large-scale system of systems.
9781420079241 1420079247
2009039083
Intelligent control systems
Systems engineering
Large scale systems
629.8 NA IN