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By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

This paintings addresses the learn and improvement of an leading edge optimization kernel utilized to analog built-in circuit (IC) layout. relatively, this works describes the differences contained in the AIDA Framework, an digital layout automation framework absolutely built through on the built-in Circuits Group-LX of the Instituto de Telecomunicações, Lisbon. It focusses on AIDA-CMK, by way of bettering AIDA-C, that is the circuit optimizer portion 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, specifically, an evolutionary strategy with NSGAII, a swarm intelligence method with MOPSO and stochastic hill hiking procedure with MOSA. additionally, the carried out constitution permits the simple hybridization among kernels remodeling the former easy 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 methods have been confirmed with CEC2009 benchmarks to limited multi-objective optimization and validated with genuine analog IC layout difficulties. The accomplished effects have been in comparison by way of functionality, utilizing statistical effects got from a number of self sufficient runs. ultimately, a few hybrid techniques have been additionally experimented, giving a foretaste to a variety 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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