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 considered 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.

A magnetic resonance device designed via global optimization techniques / Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica; A., Sotgiu. - In: MATHEMATICAL PROGRAMMING. - ISSN 0025-5610. - STAMPA. - 101:(2004), pp. 339-364. [10.1007/s10107-004-0528-5]

A magnetic resonance device designed via global optimization techniques

LIUZZI, Giampaolo;LUCIDI, Stefano;PICCIALLI, Veronica;
2004

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 considered 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
Magnetic Resonance Imaging; Global optimization; Simulated annealing; Simulated annealing methods
01 Pubblicazione su rivista::01a Articolo in rivista
A magnetic resonance device designed via global optimization techniques / Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica; A., Sotgiu. - In: MATHEMATICAL PROGRAMMING. - ISSN 0025-5610. - STAMPA. - 101:(2004), pp. 339-364. [10.1007/s10107-004-0528-5]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/18001
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