Bidirectional Incremental Evolution in Extrinsic Evolvable Hardware

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

@InProceedings{Kalganova:2000:eh,

• author = "T. Kalganova",
• title = "Bidirectional Incremental Evolution in Extrinsic Evolvable Hardware",
• booktitle = "The Second NASA/DoD workshop on Evolvable Hardware",
• year = "2000",
• editor = "Jason Lohn and Adrian Stoica and Didier Keymeulen",
• pages = "65--74",
• address = "Palo Alto, California",
• publisher_address = "1730 Massachusetts Avenue, N.W., Washington, DC, 20036-1992, USA",
• month = "13-15 " # jul,
• organisation = "Jet Propulsion Laboratory, California Institute of Technology",
• publisher = "IEEE Computer Society",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "0-7695-0762-X",
• URL = "http://citeseer.ist.psu.edu/cache/papers/cs/13865/http:zSzzSzwww.dcs.napier.ac.ukzSz~tatianazSzpaperszSzkalganova_nasa2000.pdf/kalganova00bidirectional.pdf",
• URL = "http://citeseer.ist.psu.edu/kalganova00bidirectional.html",
• abstract = "Evolvable Hardware (EHW) has been proposed as a new technique to design complex systems. Often, complex systems turn out to be very difficult to evolve. The problem is that a general strategy is too difficult for the evolution process to discover directly. This paper proposes a new approach that performs incremental evolution in two directions: from complex system to sub-systems and from subsystems back to complex system. In this approach, incremental evolution gradually decomposes a complex problem into some sub-tasks. In a second step, we gradually make the tasks more challenging and general. Our approach automatically discovers the sub-tasks, their sequence as well as circuit layout dimensions. Our method is tested in a digital circuit domain and compared to direct evolution. We show that our bidirectional incremental approach can handle more complex, harder tasks and evolve them more effectively, then direct evolution.",
• notes = "EH2000 http://csdl.computer.org/comp/proceedings/eh/2000/0762/00/0762toc.htm http://ic-www.arc.nasa.gov/ic/eh2000/index.html",

}

Genetic Programming entries for Tatiana Kalganova

Citations