A statistical optimization-based approach for automated sizing of analog cells
ICCAD '94 Proceedings of the 1994 IEEE/ACM international conference on Computer-aided design
ARCHGEN: automated synthesis of analog systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
DARWIN: CMOS opamp synthesis by means of a genetic algorithm
DAC '95 Proceedings of the 32nd annual ACM/IEEE Design Automation Conference
GPCAD: a tool for CMOS op-amp synthesis
Proceedings of the 1998 IEEE/ACM international conference on Computer-aided design
MAELSTROM: efficient simulation-based synthesis for custom analog cells
Proceedings of the 36th annual ACM/IEEE Design Automation Conference
DAC '85 Proceedings of the 22nd ACM/IEEE Design Automation Conference
Practical genetic algorithms
Machine Learning
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
Analogue and Mixed-Signal Systems Topologies Exploration Using Symbolic Methods
Analog Integrated Circuits and Signal Processing
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
CAD solutions and outstanding challenges for mixed-signal and RFIC design
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
Support vector machines for analog circuit performance representation
Proceedings of the 40th annual Design Automation Conference
Proceedings of the conference on Design, automation and test in Europe
IPRAIL: intellectual property reuse-based analog IC layout automation
Integration, the VLSI Journal - Special issue on analog and mixed-signal IC design and design methodologies
A Stochastic Optimization Approach for Parameter Tuning of Support Vector Machines
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Supernova Recognition Using Support Vector Machines
ICMLA '06 Proceedings of the 5th International Conference on Machine Learning and Applications
GA-SVM feasibility model and optimization kernel applied to analog IC design automation
Proceedings of the 17th ACM Great Lakes symposium on VLSI
Classification of analog synthesis tools based on their architecture selection mechanisms
Integration, the VLSI Journal
On the scalability of parallel genetic algorithms
Evolutionary Computation
Evolutionary computation: comments on the history and current state
IEEE Transactions on Evolutionary Computation
Automated synthesis of analog electrical circuits by means ofgenetic programming
IEEE Transactions on Evolutionary Computation
Parameter control in evolutionary algorithms
IEEE Transactions on Evolutionary Computation
An evolutionary approach to automatic synthesis of high-performance analog integrated circuits
IEEE Transactions on Evolutionary Computation
Statistical exploratory analysis of genetic algorithms
IEEE Transactions on Evolutionary Computation
Synthesis of high-performance analog circuits in ASTRX/OBLX
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
FASY: a fuzzy-logic based tool for analog synthesis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
BLADES: an artificial intelligence approach to analog circuit design
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
OASYS: a framework for analog circuit synthesis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
OPASYN: a compiler for CMOS operational amplifiers
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
DELIGHT.SPICE: an optimization-based system for the design of integrated circuits
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Extraction and use of neural network models in automated synthesis of operational amplifiers
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
STAIC: an interactive framework for synthesizing CMOS and BiCMOS analog circuits
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Analog IC design automation. I. Automated circuit generation: new concepts and methods
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Simulation-based analog and RF circuit synthesis using a modified evolutionary strategies algorithm
Integration, the VLSI Journal
GENOM-POF: multi-objective evolutionary synthesis of analog ICs with corners validation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
LAYGEN II: automatic analog ICs layout generator based on a template approach
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Context-dependent transformation of Pareto-optimal performance fronts of operational amplifiers
Analog Integrated Circuits and Signal Processing
Modeling and design of CMOS analog circuits through hierarchical abstraction
Integration, the VLSI Journal
Routing analog ICs using a multi-objective multi-constraint evolutionary approach
Analog Integrated Circuits and Signal Processing
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This paper presents a new design automation tool, based on a modified genetic algorithm kernel, in order to improve efficiency on the analog IC design cycle. The proposed approach combines a robust optimization with corner analysis, machine learning techniques and distributed processing capability able to deal with multi-objective and constrained optimization problems. The resulting optimization tool and the improvement in design productivity is demonstrated for the design of CMOS operational amplifiers.