By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

ISBN-10: 3319159542

ISBN-13: 9783319159546

This paintings addresses the learn and improvement of an leading edge optimization kernel utilized to analog built-in circuit (IC) layout. quite, this works describes the adjustments contained in the AIDA Framework, an digital layout automation framework totally built by way of on the built-in Circuits Group-LX of the Instituto de Telecomunicações, Lisbon. It focusses on AIDA-CMK, through bettering AIDA-C, that's the circuit optimizer part of AIDA, with a brand new multi-objective multi-constraint optimization module that constructs a base for a number of set of rules implementations. The proposed answer implements 3 methods to multi-objective multi-constraint optimization, particularly, an evolutionary technique with NSGAII, a swarm intelligence method with MOPSO and stochastic hill hiking strategy with MOSA. additionally, the applied constitution permits the straightforward hybridization among kernels reworking the former uncomplicated NSGAII optimization module right into a extra advanced and flexible module aiding a number of unmarried and multi-kernel algorithms. the 3 multi-objective optimization ways have been confirmed with CEC2009 benchmarks to limited multi-objective optimization and validated with actual analog IC layout difficulties. The accomplished effects have been in comparison by way of functionality, utilizing statistical effects acquired from a number of self sufficient runs. ultimately, a few hybrid techniques have been additionally experimented, giving a foretaste to quite a lot of possibilities to discover in destiny work.

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AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing (SpringerBriefs in Applied Sciences and Technology) by Ricardo Lourenço,Nuno Lourenço,Nuno Horta

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