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Shi L., Ólafsson S. Nested Partitions Method, Theory and Applications

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Shi L., Ólafsson S. Nested Partitions Method, Theory and Applications
Springer – 2008, 258 pages
ISBN: 0387719083
There is increasing need to solve large-scale complex optimization problems in a wide variety of science and engineering applications, including designing telecommunication networks for multimedia transmission, planning and scheduling problems in manufacturing and military operations, or designing nanoscale devices and systems. Advances in technology and information systems have made such optimization problems more and more complicated in terms of size and uncertainty. Nested Partitions Method, Theory and Applications provides a cutting-edge research tool to use for large-scale, complex systems optimization.
Contents:
Introduction.- Nested partitions for deterministic optimization.- Nested partitions for stochastic optimization.- Development of stopping rules.- Hybrid nested partitions algorithms.- Applications.- Product design.- Buffer allocation.- Flexible resource scheduling.- Data mining.- Supply chain network design.- References.- Index.
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