The integration and test phase of a new type of a complex system, like an ASML waferscanner, takes up to 50% of the development duration. During this phase, many components are delivered with different delivery times that often change. These components are tested and integrated into a working system. The tests that can be performed in a test phase depend on the integrated components and therefore on the integration sequence. These dependencies and other disturbances make the integration and test phase hard to plan. In practice, hand-made integration and tests plans are often sub-optimal and incomplete. This sub-optimality was already shown by a previous case-study where the optimization of a test phase reduced the test duration up to 30% [B...