Group evacuation simulation system and method combining artificial bee colony and social force model
A technology of social force model and artificial bee colony algorithm, which is applied in data processing applications, instruments, calculations, etc., can solve the problems of unsolved crowd evacuation global path planning simulation, and achieve the effect of improving simulation efficiency
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[0097] The present invention will be further described below in conjunction with the drawings and embodiments.
[0098] Artificial bee colony algorithm is a new swarm intelligent evolutionary algorithm, which belongs to the macroscopic model of crowd evacuation. It has the advantages of global convergence, wide adaptation range, few setting parameters, and essential parallelism. Artificial bee colony algorithm uses the local optimization behavior of each individual artificial bee, and finally makes the global optimal value stand out in the group, which has a faster convergence speed. It has a strong ability to find the optimal solution. This is because the algorithm uses the positive feedback mechanism of leading and following the bee to find the way, which can speed up the evolution process to a certain extent. Moreover, bees continue to exchange and transmit information, so that they can collaborate with each other, which is conducive to finding better solutions. The artificia...
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