The paper discusses the requirements of the engineering
designer during the higher, conceptual levels of the design
process in terms of search within initial predefined design
spaces and subsequent exploration of transformed design
spaces. Such transformation is based upon information gathered
from initial search using evolutionary techniques that
rapidly identify high-performance regions of complex design
spaces. It is proposed that off-line processing of such
information and associated design team discussion in an
iterative designer/evolutionary search procedure can strengthen
the knowledge base relating to the problem at hand and
initiate significant change in the design environment.
Research relating to appropriate evolutionary search and
exploratory procedures is described and illustrated with
results from simple test functions and real-world design
problems. These results support discussion related to the
manner in which the techniques may best support innovative
and creative design activity in an interactive design team/evolutionary
search environment.