This invention discloses a method and apparatus for optimizing and
ranking oil and gas exploration blocks, relating to the field of oil and gas resource exploration technology. The method includes: acquiring
raw data from multiple blocks;
processing the
raw data from multiple blocks using a tree model to output the intrinsic potential value of each block; extracting the weights of each
potential assessment dimension using the tree model and determining the intrinsic potential value of the block using these weights;
processing the
raw data from multiple blocks using a pre-set data envelopment analysis model to output the relative efficiency value of each block; performing
cluster analysis on the multiple blocks using the raw data to obtain multiple clusters, and determining the clustering attractiveness value of each block based on these clusters; fusing the intrinsic potential value, relative efficiency value, and clustering attractiveness value of each block to obtain a comprehensive
score for each block; and
ranking the multiple blocks based on their comprehensive scores. This invention can improve the objectivity, accuracy, and
interpretability of the block optimization and
ranking analysis results.