- author = "Cliff Bohm and Arend Hintze",
- title = "The Evolution of Heterogeneous Logic: An Analysis of the Buffet Method",
- booktitle = "Genetic Programming Theory and Practice XXII",
- year = "2025",
- editor = "Bogdan Burlacu and Fabricio {Olivetti de Franca} and Alexander Lalejini and Stephen Kelly and Wolfgang Banzhaf",
- series = "Genetic and Evolutionary Computation",
- pages = "45--58",
- address = "Michigan State University, USA",
- month = jun # " 5-7",
- publisher = "Springer",
- keywords = "genetic algorithms, genetic programming",
- isbn13 = "978-981-95-6397-5",
-
DOI = "
10.1007/978-981-95-6398-2_3",
- abstract = "Prior work using the Buffet method showed that Markov brains will not only evolve to specialize on different tasks, but when provided with different logical components, will tend to create solutions that favor the data processing units best suited for each task. we replicate these results using new implementations (a true replication) and conduct a more extensive analysis. We consider not only component usage in aggregate but also look at gate usage in individual solutions. We find that hybrid solutions are common. However, different tasks tend to use different component types, and each task results in unique rates of component mixing.",
-
notes = "lightning talk.
published in 2026 after the workshop",
