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

Name: AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing
Brand: Springer International Publishing AG
SKU: 09197966
Price: 51.83 EUR
Availability: InStock
Author: Nuno Lourenço
ISBN: 9783319159546

Nuno Lourenço

Nuno Horta

Ricardo Lourenço

Language

English

Book Paperback

Libristo code: 09197966

Publishers Springer International Publishing AG, February 2015

This work addresses the research and development of an innovative optimization kernel applied to ana... Full description

Libristo code: 09197966

125 b

51.83 €

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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 Telecomunicaçőes, 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.

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About the book

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

Author Nuno Lourenço, Nuno Horta, Ricardo Lourenço

Language

English

Binding Book - Paperback

Date of issue 2015

Number of pages 64

EAN 9783319159546

ISBN 3319159542

Libristo code 09197966

Publishers Springer International Publishing AG

Weight 1299

Dimensions 155 x 235 x 4

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