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19th International Conference on VLSI Design held jointly with 5th International Conference on Embedded Systems Design (VLSID'06)
Fast DC Analysis and Its Application to Combinatorial Optimization Problems
Hyderabad, India
January 03-January 07
ISBN: 0-7695-2502-4
Gaurav Trivedi, Indian Institute of Technology - Bombay
Madhav P. Desai, Indian Institute of Technology - Bombay
H. Narayanan, Indian Institute of Technology - Bombay
Many combinatorial optimization problems such as the min cost flow problem are equivalent to the solution of appropriate DC circuits made up of positive resistors, voltage sources, current sources and ideal diodes. Simulating the DC circuit is an alternative approach to the approximate solution of such problems. However, conventional simulators such as SPICE are too slow for this purpose. This paper describes the structure and performance of a fast DC Analyzer built at EE Department, IIT Bombay specifically for solving large circuits consisting of positive resistors, voltage sources, current sources and diodes. Using the simulator, we have analyzed circuits composed of diodes, positive resistors, current and voltage sources of size upto 700,000 nodes and 1.2 million edges on a 3.0 GHz, 1 GB RAM, PIV processor in at most 1.2 Hrs. We also report a comparative study of the performance of our DC analyzer with that of fastest commercial simulator.
Citation:
Gaurav Trivedi, Madhav P. Desai, H. Narayanan, "Fast DC Analysis and Its Application to Combinatorial Optimization Problems," vlsid, pp.695-700, 19th International Conference on VLSI Design held jointly with 5th International Conference on Embedded Systems Design (VLSID'06), 2006
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