Simulated Annealing and Optimal Protocols

نویسندگان

  • Marzio Pennisi
  • Roberto Catanuto
  • Francesco Pappalardo
  • Santo Motta
  • Emilio Mastriani
  • Alessandro Cincotti
چکیده

Many human tumors cannot easily be avoided. In most cases a prophylactic vaccination prevents the tumor growth. In particular the Triplex vaccine prevented mammary carcinoma formation using a Chronic schedule, but it is not known if this schedule is minimal. A computational model named SimTriplex was able to reproduce in silico the in vivo experiments. The combination of SimTriplex and Genetic Algorithms (GA), produced a minimal vaccination schedule capable to guarantee in silico survival. This process required the use of a High Performance Computing (HPC) infrastructure for several days. In this paper we show another optimization procedure based on simulated annealing approach used to get a faster algorithm response.

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عنوان ژورنال:
  • Journal of Circuits, Systems, and Computers

دوره 18  شماره 

صفحات  -

تاریخ انتشار 2009