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Traditional disciplines currently take up most of the available time and leave little space for newer subjects, branches and topics within traditional disciplines for example complex systems in mathematics, modern disciplines (e.g. entrepreneurship), interdisciplinary, cross-cutting themes, and competencies.
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For example, complex system design programs generally begin with the formulation of specific design requirements.
To answer this question, we look at an example of complex systems in non-living nature, such as turbulent flows [35].
Financial markets, the behavior of ant colonies, cells, and living organisms are examples of complex systems whereas the weather and the red spot on Jupiter are examples of chaotic systems.
Biological organisms and manufacturing facilities are both examples of complex systems that exist in changing environments.
Examples of complex systems are power networks, national air traffic control system, an integrated manufacturing plant, etc.
In many regards, metaheuristics are also examples of complex systems since their behavior emanates from the orchestrated interplay of simpler algorithmic components.
Two examples of complex systems, namely a liposomal drug formulation and an in vitro cell-free expression system are presented as examples of optimization of molecular interactions in high dimensional space of compositions [1,4].
Social systems formed (in part) out of people, the brain formed out of neurons, molecules formed out of atoms, the weather formed out of air currents are all examples of complex systems.
Marketing "systems"–including tech but extending to the entire universe of customer touchpoints are great examples of complex systems.
Examples of complex systems that exhibit emergent behaviors are all around us, from natural phenomena such as the flocking behavior of birds and the creation of termite nests, to human-made phenomena such as traffic jams and stock market crashes.
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