Three Elements of a Theory of Genetic and Evolutionary Representations
2002; Springer Nature; Linguagem: Inglês
10.1007/978-3-642-88094-0_3
ISSN1860-0808
Autores Tópico(s)Evolutionary Algorithms and Applications
ResumoIn this chapter, we study an often ignored aspect of genetic optimization, namely the theory of representations for genetic and evolutionary algorithms. Although the importance of choosing proper representations for the performance of genetic and evolutionary algorithms (GEAs) is already recognized (Caruana & Schaffer, 1988; Goldberg, 1989c; Liepins & Vose, 1990; Ronald et al., 1995; Coli & Palazzari, 1995b; Ronald, 1997; Albuquerque et al., 2000; Kargupta, 2000a; Schnier & Yao, 2000; Hinterding, 2000), we are still far from a complete theory of representations.
Referência(s)