Genetic Programming Theory and Practice VI was developed from the sixth workshop at the University of Michigan’s Center for the Study of Complex Systems tofacilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP). Contributions from the foremost international researchers and practitioners in the GP arena examine the similaritiesand differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. These contributions address several significant interdependent themes which emerged from this year’s workshop, including: (1) Making efficient and effective use of test data.(2) Sustaining the long-term evolvability of our GP systems. (3) Exploiting discovered subsolutions for reuse. (4) Increasing the role of a Domain Expert. Discusses the hurdles faced in solving large-scale, cutting-edge applications Provides in depth presentations of the latest and most significant applications of GP and the most recent theoretical results Contributions by GP theorists from major universities and active practitioners from industry examine how GP theory informs practice and how GP practice impacts GP theory
- ISBN: 978-0-387-87622-1
- Editorial: Springer
- Encuadernacion: Cartoné
- Páginas: 290
- Fecha Publicación: 01/01/2009
- Nº Volúmenes: 1
- Idioma: Inglés