{"product_id":"computer-science-9783658330347","title":"Computer Science","description":"\u003cp\u003eChangsheng Hua proposes two approaches, an input\/output recovery approach and a performance index-based approach for robustness and performance optimization of feedback control systems. For their data-driven implementation in deterministic and stochastic systems, the author develops Q-learning and natural actor-critic (NAC) methods, respectively. Their effectiveness has been demonstrated by an experimental study on a brushless direct current motor test rig.The author:Changsheng Hua received the Ph.D. degree at the Institute of Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Germany, in 2020. His research interests include model-based and data-driven fault diagnosis and fault-tolerant techniques.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":54169084002583,"sku":null,"price":7505.95,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783658330347.jpg?v=1784540062","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/computer-science-9783658330347","provider":"Kitaboo One eStore","version":"1.0","type":"link"}