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Strategic Engineering as Closed Loop Approach to Address Complex Systems
Authors:
Agostino G. Bruzzone
Marina Massei
Kirill Sinelshchikov
Keywords: Strategic Engineering; Modeling; Simulation; Artificial Intelligence; Data Analytics; Strategic Management,; Strategic Planning; Decision Making
Abstract:
The innovative discipline defined as Strategic Engineering develops architectures dealing with Decision Making in Complex Systems. The paper proposes how to create a closed loop that combines Modeling & Simulation (M&S), Data Analytics and Artificial Intelligence (AI) to filter and elaborate Big Data, extract information, forecast impacts of decisions by Simulation and collect back the actual results to correct the models. In this sense, even the development and implementation processes should rely on special scientists and engineers able to address the complex problems by solid foundations in M&S and AI. Several real cases are proposed in the paper as example to show the potential of this approach and to validate the methodology.
Pages: 68 to 71
Copyright: Copyright (c) IARIA, 2020
Publication date: February 23, 2020
Published in: conference
ISSN: 2308-4243
ISBN: 978-1-61208-771-9
Location: Lisbon, Portugal
Dates: from February 23, 2020 to February 27, 2020