SPaC: a symbolic pareto calculator

Hamid Shojaei, Twan Basten, Marc Geilen and Phillip Stanley-Marbell.

In International Conference on Hardware-Software Codesign and System Synthesis, CODES+ISSS 2008, September 2008.



ABSTRACT
The compositional computation of Pareto points in multi-dimensional optimization problems is an important means to efficiently explore the optimization space. This paper presents a symbolic Pareto calculator, SPaC, for the algebraic computation of multi-dimensional trade-offs. SPaC uses BDDs as a representation for solution sets and operations on them. The tool can be used in multi-criteria optimization and design-space exploration of embedded systems. The paper describes the design and implementation of Pareto algebra operations, and it shows that BDDs can be used effectively in Pareto optimization.

[PDF], [BibTex], [Locate in chronological publications], [Locate in classified publications]