Journal
JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS
Volume 24, Issue 1-2, Pages 71-81Publisher
WILEY
DOI: 10.1002/mcda.1598
Keywords
interwoven systems; multiobjective optimization; systems of systems
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Funding
- Engineering and Physical Sciences Research Council [EP/L025760/1] Funding Source: researchfish
- EPSRC [EP/L025760/1] Funding Source: UKRI
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In practical situations, complex systems are often composed of subsystems or subproblems with single or multiple objectives. These subsystems focus on different aspects of the overall system, but they often have strong interactions with each other and they are usually not sequentially ordered or obviously decomposable. Thus, the individual solutions of subproblems do not generally induce a solution for the overall system. Here, we strive to identify re-composition architectures of such interwoven systems. Our intention is to connect the subsystems adequately, analyze the resulting performance, model/solve the overall system, and improve the overall solution instead of just solving each subsystem separately. We review recent developments in this field and discuss modeling and solution paradigms in a general and unified framework using the example of an interwoven system consisting of two interacting subsystems.
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