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We describe the first steps in the adoption of Shape Grammars with Grammatical Evolution for application in Evolutionary Design. Combining the concepts of Shape Grammars and Genetic Programming opens up the exciting possibility of truly generative design assist tools. In this initial study we provide some background on the adoption of grammar-based Genetic Programming for Evolutionary Design, describe Shape Grammars, and give a brief overview of Grammatical Evolution before detailing howdoi:10.1145/1569901.1570041 dblp:conf/gecco/ONeillSMBBSMH09 fatcat:m4uqkjzkhbdnnjgiszndad5if4