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Toward parallel intelligence: An interdisciplinary solution for complex systems.
Innovation 4:100521 (2023)
The growing complexity of real-world systems necessitates interdisciplinary solutions to confront myriad challenges in modeling, analysis, management, and control. To meet these demands, the parallel systems method rooted in the artificial systems, computational experiments, and parallel execution (ACP) approach has been developed. The method cultivates a cycle termed parallel intelligence, which iteratively creates data, acquires knowledge, and refines the actual system. Over the past two decades, the parallel systems method has continuously woven advanced knowledge and technologies from various disciplines, offering versatile interdisciplinary solutions for complex systems across diverse fields. This review explores the origins and fundamental concepts of the parallel systems method, showcasing its accomplishments as a diverse array of parallel technologies and applications while also prognosticating potential challenges. We posit that this method will considerably augment sustainable development while enhancing interdisciplinary communication and cooperation.
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Publication type
Article: Journal article
Document type
Review
Keywords
Computational Social-science; Of-the-art; Transportation Systems; Knowledge Automation; Autonomous Vehicles; Evacuation; Framework; Organizations; Metaverses; Scenarios
ISSN (print) / ISBN
2666-6758
e-ISSN
2666-6758
Journal
Innovation
Quellenangaben
Volume: 4,
Issue: 6,
Article Number: 100521
Publisher
Zeiss
Publishing Place
50 Hampshire St, Floor 5, Cambridge, Ma 02139 Usa
Non-patent literature
Publications
Institute(s)
Institute of Epidemiology II (EPI2)
Grants
Hunan Science and Technology Plan project
National Social Science Foundation of China
Social Science Foundation of Shanghai
National Major Research & Develop- ment Program of China, Social Science Foundation of Shanghai
Special Key Project of Biosafety Technologies for the National Major Research & Development Program of China
National Natural Science Foundation of China
National Social Science Foundation of China
Social Science Foundation of Shanghai
National Major Research & Develop- ment Program of China, Social Science Foundation of Shanghai
Special Key Project of Biosafety Technologies for the National Major Research & Development Program of China
National Natural Science Foundation of China