Smart Chef: Evolving Recipes

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Draschner:2019:evoLBA,

• author = "Carsten Draschner and Jens Lehmann and Hajira Jabeen",
• title = "Smart Chef: Evolving Recipes",
• booktitle = "Late Breaking Abstracts at Evo*2019",
• year = "2019",
• editor = "Antonio M. Mora and Anna I. Esparcia-Alcazar",
• pages = "8--9",
• address = "Leipzig, Germany",
• month = "24-26 " # apr,
• organisation = "Species",
• keywords = "genetic algorithms, genetic programming, cs.NE, evolutionary algorithm, artificial creativity, recipe, culinary, semantic creativity, food graph, recipe annotation, human readable recipe representation",
• eprint = "1907.12698",
• URL = "https://arxiv.org/abs/1907.12698",
• URL = "https://arxiv.org/ftp/arxiv/papers/1907/1907.12698.pdf",
• size = "1.5 pages",
• abstract = "Smart Chef demonstrates the creativity of evolution in culinary arts by autonomously evolving novel and human readable recipes. The evolutionary algorithm for Smart Chef fully automatized and does not require human feedback. The tree representation of recipes is inspired by genetic programming and is enriched with semantic annotations extracted from known recipes. The fitness identifies valid recipes and novelty. Recipe mutation exchanges ingredients by food category classification and recombination interchanges partial recipe instructions. Smart Chef has been tested on a population size of 128 and evolved for 100 generations resulting in valid and novel recipes.",
• notes = "part of \cite{mora2019evo}",

}

Genetic Programming entries for Carsten Draschner Jens Lehmann Hajira Jabeen

Citations