Title
Document Design with Interactive Evolution
Abstract
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
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. Quiroz19412.54
Amit Banerjee2314.94
Sushil J. Louis354193.79
Sergiu Dascalu436279.10