As a general method of automatic multi-document summarization, we often use the important sentence extraction method which obtains the most proper combination of important sentences in target documents for a summary, avoiding redundancy in the generated summary.
here, sigm(•) is a sigmoid function and is used to decrease mutation rate as generation gets close to g max .