Abstract | ||
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We present human guided evolution of brochure documents. The user interacts with a genetic algorithm, which evolves placeholders, each placeholder represented with one of three shapes: (1) ellipse, (2) rectangle, and (3) rounded rectangle. The user guides the evolutionary process by evaluating a small subset taken from a large population of documents. Along with the subjective user input, individuals in the population of the genetic algorithm are evaluated on a set of objective heuristics for document design. We present pretest results, including an evaluation of the tool and documents created. |
Year | DOI | Venue |
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2009 | 10.1007/978-3-642-02937-0_28 | Studies in Computational Intelligence |
Field | DocType | Volume |
Interactive evolution,Population,Information retrieval,Computer science,Rectangle,Rounded Rectangle,Heuristics,Ellipse,Information design,Genetic algorithm | Conference | 226 |
ISSN | Citations | PageRank |
1860-949X | 2 | 0.37 |
References | Authors | |
7 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Juan C. Quiroz | 1 | 94 | 12.54 |
Amit Banerjee | 2 | 31 | 4.94 |
Sushil J. Louis | 3 | 541 | 93.79 |
Sergiu Dascalu | 4 | 362 | 79.10 |