As technology advances apace, crosstalk becomes a design metric of comparable importance to area and timing. This paper focuses mainly on the crosstalk issue, specifically on the impacts of physical design and process variation on crosstalk. While the feature size shrinks below © , the impact of process variation on crosstalk increases rapidly. Hence, a crosstalk insensitive design is desirable in the ultra-deep submicron regime. In this paper, crosstalk sensitivity is referred to as the

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... ce of process variation on crosstalk in a circuit. We show that the lower bound of crosstalk sensitivity grows quadratically, while that of crosstalk increases linearly. Therefore, designers should also consider crosstalk sensitivity, when optimizing other design objectives such as crosstalk, area, and delay. According to our modeling, these objectives are all in posynomial forms, and thus the multi-objective optimization problem can optimally be solved by Lagrangian relaxation. Experimental results show that our method is effective and efficient. For instance, a circuit of ! # " gates and $ & % $ wires is optimized using only ' $ " minute runtime and MB memory on a SUN UltraSPARC II 300 workstation. In particular, by relaxing Lagrange multipliers to the critical paths, it takes only two iterations for all solutions to converge to the global optimal, which is much more efficient than related previous work. This relaxation scheme provides a key insight into the rapid convergence in Lagrangian relaxation.