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.
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