In this paper we are concerned with the design of a small low-cost, low-field multipolar magnet for Magnetic Resonance Imaging with a high field uniformity. By introducing appropriate variables, the consid- ered design problem is converted into a global optimization one. This latter problem is solved by means of a new derivative free global optimization method which is a distributed multi-start type algorithm controlled by means of a simulated annealing criterion. In particular, the proposed method employs, as local search engine, a derivative free procedure. Under reasonable assumptions, we prove that this local algorithm is attracted by global minimum points. Additionally, we show that the simulated annealing strategy is able to produce a suitable starting point in a finite number of steps with probability one.

Liuzzi, G., Lucidi, S., Piccialli, V., Sotgiu, A. (2004). A magnetic resonance device designed via global optimization techniques. MATHEMATICAL PROGRAMMING, 101, 339-364 [10.1007/s10107-004-0528-5].

A magnetic resonance device designed via global optimization techniques

PICCIALLI, VERONICA;
2004-01-01

Abstract

In this paper we are concerned with the design of a small low-cost, low-field multipolar magnet for Magnetic Resonance Imaging with a high field uniformity. By introducing appropriate variables, the consid- ered design problem is converted into a global optimization one. This latter problem is solved by means of a new derivative free global optimization method which is a distributed multi-start type algorithm controlled by means of a simulated annealing criterion. In particular, the proposed method employs, as local search engine, a derivative free procedure. Under reasonable assumptions, we prove that this local algorithm is attracted by global minimum points. Additionally, we show that the simulated annealing strategy is able to produce a suitable starting point in a finite number of steps with probability one.
2004
Pubblicato
Rilevanza internazionale
Articolo
Sì, ma tipo non specificato
Settore MAT/09 - RICERCA OPERATIVA
English
Con Impact Factor ISI
Magnetic Resonance Imaging;Global optimization;Simulated annealing;Derivative free methods
http://www.springerlink.com/content/3p593550rc2bbwmg/
Liuzzi, G., Lucidi, S., Piccialli, V., Sotgiu, A. (2004). A magnetic resonance device designed via global optimization techniques. MATHEMATICAL PROGRAMMING, 101, 339-364 [10.1007/s10107-004-0528-5].
Liuzzi, G; Lucidi, S; Piccialli, V; Sotgiu, A
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/42470
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