The invention discloses an intelligent conference exhibition
resource scheduling method and device based on space-
time sequence analysis and a medium, and relates to the technical field of intelligent scheduling. The method comprises the steps that historical scheduling information is acquired firstly, and space-time feature vectors are extracted through high-dimensional space-time
chaotic coding; selecting candidate scheduling points in combination with the spatial-temporal characteristics of the target event to generate an initial scheme; calculating a network evaluation scheme and calculating the transportation space-
time cost through the
photon neural morphology; establishing a space-
time loss scheduling model according to the demand address, the candidate point and the
transportation cost; and finally, a target model is obtained through a
quantum-biological
hybrid optimization
algorithm, scheduling is completed, spatial-temporal
feature extraction comprises
chaotic characteristic analysis, candidate point selection gives consideration to similarity and resource quantity, an initial scheme introduces
quantum coding,
transportation cost is combined with a
photon network and
quantum calculation, and a loss model is constructed according to resource satisfaction and shortage situations.
Quantum annealing and
biological evolution are optimized and fused, and efficient and intelligent
resource scheduling is achieved.