Master’s Thesis Presentation • Algorithms and Complexity — The Complexity of Network Design for s-t Effective ResistanceExport this event to calendar

Wednesday, August 15, 2018 — 1:30 PM EDT

Pak Hay Chan, Master’s candidate
David R. Cheriton School of Computer Science

We consider a new problem of designing a network with small $s$-$t$ effective resistance. In this problem, we are given an undirected graph $G=(V,E)$ where each edge $e$ has a cost $c_e$ and a resistance $r_e$, two designated vertices $s,t \in V$, and a cost budget $k$.

Our goal is to choose a subgraph to minimize the $s$-$t$ effective resistance, subject to the constraint that the total cost in the subgraph is at most $k$. This problem has applications in electrical network design and is an interpolation between the shortest path problem and the minimum cost flow problem.

We present algorithmic and hardness results for this problem. On the hardness side, we show that the problem is NP-hard by reducing the 3-dimensional matching problem to our problem. On the algorithmic side, we use dynamic programming to obtain a fully polynomial time approximation scheme when the input graph is a series-parallel graph. Finally, we also propose a greedy algorithm in which we add a path at each iteration and we conjecture that the algorithm is a $3.95$-approximation algorithm for the problem.

Location 
DC - William G. Davis Computer Research Centre
2310
200 University Avenue West

Waterloo, ON N2L 3G1
Canada

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