A novel heuristic for multi-objective optimization of analog circuit performances

被引:13
|
作者
Fakhfakh, Mourad [1 ]
Loulou, Mourad [1 ]
Masmoudi, Nouri [1 ]
机构
[1] Univ Sfax, Sfax 3018, Tunisia
关键词
Optimization; Heuristics; Automated design; Front of Pareto; DESIGN; ALGORITHMS;
D O I
10.1007/s10470-008-9275-5
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We present a novel heuristic for optimizing analog circuit performances. It deals with generating the Pareto front using the topological properties of the feasible solution space. This heuristic allows us generating optimal values of circuit parameters in reduced computation time and memory consumption. Unlike basic metaheuristics, it does not need optimization background from the user in order to be easily adapted to different applications. It can thus be smoothly integrated into an automated design flow. This novel approach enables us to further improve (good) performances that were already reached using other optimizing techniques. Robustness of the algorithm was proved using specific difficult test problems.
引用
收藏
页码:47 / 64
页数:18
相关论文
共 50 条
  • [1] A novel heuristic for multi-objective optimization of analog circuit performances
    Mourad Fakhfakh
    Mourad Loulou
    Nouri Masmoudi
    [J]. Analog Integrated Circuits and Signal Processing, 2009, 61 : 47 - 64
  • [2] A Novel Yield Aware Multi-objective Analog Circuit Optimization Tool
    Berkol, Gonenc
    Afacan, Engin
    Dundar, Gunhan
    Pusane, Ali Emre
    Baskaya, Faik
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2015, : 2652 - 2655
  • [3] Multi-objective Bayesian Optimization for Analog/RF Circuit Synthesis
    Lyu, Wenlong
    Yang, Fan
    Yan, Changhao
    Zhou, Dian
    Zeng, Xuan
    [J]. 2018 55TH ACM/ESDA/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2018,
  • [4] Multi-objective optimization of analog integrated circuit placement hierarchy in absolute coordinates
    Martins, Ricardo
    Lourenco, Nuno
    Horta, Nuno
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (23) : 9137 - 9151
  • [5] Analog and RF Circuit Constrained Optimization Using Multi-Objective Evolutionary Algorithms
    Touloupas, Kostas
    Sotiriadis, Paul Peter
    [J]. 2021 IEEE 12TH LATIN AMERICA SYMPOSIUM ON CIRCUITS AND SYSTEM (LASCAS), 2021,
  • [6] Asynchronous Batch Constrained Multi-Objective Bayesian Optimization for Analog Circuit Sizing
    Zhao, Xuyang
    Bi, Zhaori
    Yan, Changhao
    Yang, Fan
    Lu, Ye
    Zhou, Dian
    Zeng, Xuan
    [J]. 29TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2024, 2024, : 872 - 877
  • [7] Multi-objective Hybrid Particle Swarm Optimization and its Application to Analog and RF Circuit Optimization
    Deepak Joshi
    Satyabrata Dash
    Sushanth Reddy
    Rahul Manigilla
    Gaurav Trivedi
    [J]. Circuits, Systems, and Signal Processing, 2023, 42 : 4443 - 4469
  • [8] Multi-objective Hybrid Particle Swarm Optimization and its Application to Analog and RF Circuit Optimization
    Joshi, Deepak
    Dash, Satyabrata
    Reddy, Sushanth
    Manigilla, Rahul
    Trivedi, Gaurav
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2023, 42 (08) : 4443 - 4469
  • [9] Multi-objective evaluation strategy for evolvable analog circuit
    Xia Xue-wen
    Li Yuan-xiang
    [J]. CIS WORKSHOPS 2007: INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY WORKSHOPS, 2007, : 163 - +
  • [10] Deterministic Multi-Objective Optimization of Analog Circuits
    Xu, Zihan
    Zhao, Zhenxin
    Liu, Jun
    [J]. ELECTRONICS, 2024, 13 (13)