DocumentCode
3027838
Title
An analog parallel distributed solution to the shortest path problem
Author
Ritter, Scott E. ; Soumyanath, K.
Author_Institution
Dept. of Electr. Eng., Tufts Univ., Medford, MA, USA
fYear
1990
fDate
17-19 Sep 1990
Firstpage
130
Lastpage
134
Abstract
The evolution of analog VLSI has led to increased application of analog circuitry in solving problems previously solved digitally or numerically. Specifically, analog parallel distributed (APD) methods have been used. These methods are applicable to problems that can be modeled using the mathematical functions characteristic of analog circuits. One such problem is the single-source shortest path problem (SPP). An SPP algorithm that is derived by applying an APD approach to solving Bellman´s equation is proposed. Correctness of the algorithm is proved for the case of zero-initial conditions. Simulations of the system (algorithm) yield correct results in all cases. A decomposition technique is developed to analyze the dynamic behavior of the algorithm in detail. The complexity, accuracy, and settling time of a physical implementation of the system are also discussed
Keywords
VLSI; linear integrated circuits; operations research; accuracy; analog VLSI; analog circuitry; analog parallel distributed solution; complexity; decomposition; settling time; shortest path problem; single-source shortest path problem; zero-initial conditions; Analog circuits; Costs; Differential equations; Distributed computing; Dynamic programming; Mathematical model; Performance analysis; Shortest path problem; Very large scale integration; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Design: VLSI in Computers and Processors, 1990. ICCD '90. Proceedings, 1990 IEEE International Conference on
Conference_Location
Cambridge, MA
Print_ISBN
0-8186-2079-X
Type
conf
DOI
10.1109/ICCD.1990.130182
Filename
130182
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