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From inductive model-based control system design to deductive data-driven unfalsified adaptive control: A Philosophical perspective
Mojtaba Nouri Manzar 1, Ali Khaki-Sedigh
Abstract:   (1006 Views)
Feedback control loops are hidden but ubiquitous mechanisms all around the modern world. The current control technology utilizes model-based advanced control systems design. The philosophical background thought behind such designs is an inductivism-based reductionist-mechanistic approach. Despite its outstanding problem-solving achievements, it is argued that a deduction-based philosophical approach in the form of a data-driven control system design has emerged. Unfalsified control is a notable outcome of philosophical thinking and is briefly reviewed.
 
Keywords: Model-based control, Data-driven control, Falsification philosophy, Unfalsified control
     
Type of Article: Research paper | Subject: Special
Received: 2023/05/13 | Accepted: 2024/02/12 | ePublished ahead of print: 2024/02/13
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