We present the architecture and some applications of a genetic algorithm developed for solving problems in beam dynamics of high brightness beams, where highly non-linear behaviour of the beam characteristics are optimized through a multi-dimensional variation technique based on genetic evolution criteria.
Maximizing the brightness of an electron beam by means of a genetic algorithm / A. Bacci, C. Maroli, V. Petrillo, A. Rossi, L. Serafini. - In: NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION B, BEAM INTERACTIONS WITH MATERIALS AND ATOMS. - ISSN 0168-583X. - 263:2(2007), pp. 488-496.
Maximizing the brightness of an electron beam by means of a genetic algorithm
V. Petrillo;
2007
Abstract
We present the architecture and some applications of a genetic algorithm developed for solving problems in beam dynamics of high brightness beams, where highly non-linear behaviour of the beam characteristics are optimized through a multi-dimensional variation technique based on genetic evolution criteria.
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