Pii: S0305-0548(98)00062-8

نویسندگان

  • James M. Varanelli
  • James P. Cohoon
چکیده

We propose a method for determining the starting temperature in two-stage simulated annealing systems utilizing traditional homogeneous temperature schedules. While most previous work in this area has focused on ad hoc experimentally derived constant starting temperatures for the low-temperature annealing phase, this investigation presents a method for generalized starting temperature determination for the aforementioned class of two-stage simulated annealing systems. We have tested our method on three NP-hard optimization problems using both classic and adaptive homogeneous cooling schedules. The experimental results have been consistently very good — on average the running time is halved when using an adaptive cooling schedule and reduced by a third in the case of the classic schedule — with no average loss in solution quality. ( 1999 Elsevier Science Ltd. All rights reserved.

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تاریخ انتشار 1997