Mitsubishi Electric Information Technology Center America, Inc (ita)

Ali Partovi

Joseph W Marks

Stuart Merrill Shieber

Ramesh Johari

A computer-based system for automatic pagination and layout of yellow pages or a commercial telephone directory uses a simulated annealing heuristic to refine a randomly determined candidate solution. The text and advertisements which are to be included in the yellow pages directory are ordered in two distinct data streams representing the order of text and the order of advertisements in the directory. The system determines a possible layout, called a candidate solution, by randomly setting parameters defining the pagination and layout. These parameters may include page breaks in the advertisement stream, column numbers for each advertisement, and an amount of padding or empty space to be added to each page. Once the parameters are set, the individual pages are laid out by putting the advertisements in the next available position in their assigned columns, and the text around the advertisements. The solution is scored based upon the guidelines for the format and layout of the yellow pages directory. The solution is then optimized using a simulated annealing heuristic, which utilizes small modifications or perturbations randomly made to the initial parameters of the candidate solution. The revised solution is scored and compared to the score of the prior solution. The revised solution is then kept according to a probabilistic formula relating the two scores. Through an iterative process of perturbations, scoring, and comparing, the candidate solution becomes optimized. The process is repeated multiple times for different initial candidate solutions, each of which is randomly determined. A best solution is then selected from all of the optimized candidate solutions.

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Ali Partovi