AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

2015 | ISBN-10: 3319159542 | 64 Pages | EPUB | 2 MB

This work addresses the research and development of an innovative optimization kernel applied to analog integrated circuit (IC) design. Particularly, this works describes the modifications inside the AIDA Framework, an electronic design automation framework fully developed by at the Integrated Circuits Group-LX of the Instituto de Telecomunica??es, Lisbon. It focusses on AIDA-CMK, by enhancing AIDA-C, which is the circuit optimizer component of AIDA, with a new multi-objective multi-constraint optimization module that constructs a base for multiple algorithm implementations. The proposed solution implements three approaches to multi-objective multi-constraint optimization, namely, an evolutionary approach with NSGAII, a swarm intelligence approach with MOPSO and stochastic hill climbing approach with MOSA. Moreover, the implemented structure allows the easy hybridization between kernels transforming the previous simple NSGAII optimization module into a more evolved and versatile module supporting multiple single and multi-kernel algorithms. The three multi-objective optimization approaches were validated with CEC2009 benchmarks to constrained multi-objective optimization and tested with real analog IC design problems. The achieved results were compared in terms of performance, using statistical results obtained from multiple independent runs. Finally, some hybrid approaches were also experimented, giving a foretaste to a wide range of opportunities to explore in future work.


[Fast Download] AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

Ebooks related to "AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing" :
Frontier Computing: Theory, Technologies and Applications (FC 2017)
Timing Performance of Nanometer Digital Circuits Under Process Variations
Piezoelectric Accelerometers with Integral Electronics
Computational Electromagnetics - Retrospective and Outlook
Design of Reconfigurable Logic Controllers
Radio and TV Aerial Installations (Home Digital Systems Book 6)
Recent Trends in Fuel Cell Science and Technology
Practical Guide to International Standardization for Electrical Engineers: Impact on Smart Grid and
Trusted Computing Platforms: Design and Applications
Charles Christopher Newton - Concentrated Solar Thermal Energy
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.