Title :
Dynamic power minimization during combinational circuit testing as a traveling salesman problem
Author :
Sokolov, Artem ; Sanyal, Alodeep ; Whitley, Darrell ; Malaiya, Yashwant
Author_Institution :
Dept. of Compute Sci., Colorado State Univ., Fort Collins, CO, USA
Abstract :
Testing of VLSI circuits can cause generation of excessive heat which can damage the chips under test. In the random testing environment, high-performance CMOS circuits consume significant dynamic power during testing because of enhanced switching activity in the internal nodes. Our work focuses on the fact that power minimization is a traveling salesman problem (TSP). We explore application of local search and genetic algorithms to test set reordering and perform a quantitative comparison to previously used deterministic techniques. We also consider reduction of the original test set as a dual-objective optimization problem, where switching activity and fault coverage are the two objective functions.
Keywords :
CMOS integrated circuits; VLSI; combinational circuits; genetic algorithms; integrated circuit testing; logic testing; minimisation; power consumption; search problems; travelling salesman problems; CMOS circuit; VLSI circuit; automatic test pattern generator; combinational circuit testing; dual-objective optimization; dynamic power minimization; fault coverage; genetic algorithm; search algorithm; switching activity; traveling salesman problem; weight-biased edge crossover; Circuit faults; Circuit testing; Cogeneration; Combinational circuits; Genetic algorithms; Minimization; Performance evaluation; Switching circuits; Traveling salesman problems; Very large scale integration; Combinational circuit; automatic test pattern generator (ATPG); fault coverage; genetic algorithm application; multi-objective genetic algorith; test vector; testing; traveling salesman problem (TSP); weight-biased edge crossover;
Conference_Titel :
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Print_ISBN :
0-7803-9363-5
DOI :
10.1109/CEC.2005.1554812