Robust Topology Optimization of Truss with regard to Volume
For structural engineers, this provides a theoretically exact way to handle uncertainties in truss optimization, though the examples are simple and the approach is incremental.
The paper proposes a robust optimization method for truss topology optimization that handles parameter uncertainties without approximation, transforming the problem into an equivalent multiple load case formulation.
A common problem in the optimization of structures is the handling of uncertainties in the parameters. If the parameters appear in the constraints, the uncertainties can lead to an infinite number of constraints. Usually the constraints have to be approximated by finite expressions to generate a computable problem. Here, using the example of the topology optimization of a truss, a method is proposed to deal with such uncertainties by using robust optimization techniques, leading to an approach without the necessity of any approximation. With adequately chosen load cases, the final expression is equivalent to the multiple load case. Simple numerical examples of typical problems illustrate the application of the method.