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Networks Of Interacting Machines: Production Organization In Complex Industrial Systems And Biological Cells (Hardcover)
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Networks Of Interacting Machines: Production Organization In Complex Industrial Systems And Biological Cells (Hardcover)
Series: World Scientific Lecture Notes In Complex Systems, 3
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This review volume is devoted to a discussion of analogies and
differences of complex production systems - natural, as in
biological cells, or man-made, as in economic systems or industrial
production. Taking this unified look at production is based on two
observations: Cells and many biological networks are complex
production units that have evolved to solve production problems in
a reliable and optimal way in a highly stochastic environment. On
the other hand, industrial production is becoming increasingly
complex and often hard to predict. As a result, modeling and
control of such production networks involve many different spatial
and temporal scales and decision policies for many different
structures. The common themes of industrial and biological
production include evolution and optimization, synchronization and
self-organization, robust operation despite high stochasticity, and
hierarchical dynamics. The mathematical techniques used come from
dynamical systems theory, transport equations, control theory,
pattern formation, graph theory, discrete event simulations,
stochastic processes, and others. The application areas range from
semiconductor production to supply chains, protein networks, slime
molds, social networks, and whole economies.
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