Title :
Iterative heuristics for multiobjective VLSI standard cell placement
Author :
Sait, Sadiq M. ; Youssef, Habib ; El-Maleh, Aiman H. ; Minhas, Mahmood R.
Author_Institution :
Dept. of Comput. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Abstract :
We employ two iterative heuristics for the optimization of VLSI standard cell placement. These heuristics are based on genetic algorithms (GA) and tabu search (TS) respectively. We address a multiobjective version of the problem, in which power dissipation, timing performance, and interconnect wire length are optimized while layout width is taken as a constraint. Fuzzy rules are incorporated in order to design a multiobjective cost function that integrates the costs of three objectives in a single overall cost value. A series of experiments is performed to study the effect of important algorithmic parameters of GA and TS. Both the techniques are applied to ISCAS-85/89 benchmark circuits and experimental results are reported and compared
Keywords :
VLSI; fuzzy logic; genetic algorithms; heuristic programming; integrated circuit layout; iterative methods; search problems; GA; TS; VLSI standard cell placement optimization; genetic algorithms; interconnect wire length optimization; iterative heuristics; layout width; multiobjective VLSI standard cell placement; multiobjective cost function design; power dissipation optimization; tabu search; timing performance optimization; Constraint optimization; Cost function; Design automation; Genetic algorithms; Integrated circuit interconnections; Minerals; Petroleum; Timing; Very large scale integration; Wire;
Conference_Titel :
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-7044-9
DOI :
10.1109/IJCNN.2001.938512