SPEX: A Second-Generation Experiment Design System

Yumi Iwasaki, Peter Friedland

The design of laboratory experiments is a complex and important scientific task. The MOLGEN project has been developing computer systems for automating the design process in the domain of molecular biology. SPEX is a second-generation system which synthesizes the best ideas of two previous MOLGEN hierarchical planning systems: stepwise refinement of skeletal plans and a layered control structure. It has been tested successfully on several problems in the task domain and promises to serve as a testbed for future work in explanation, experiment debugging, and empirical evaluation of different basic design strategies.

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