New PDF release: AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to

By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

ISBN-10: 3319159542

ISBN-13: 9783319159546

This paintings addresses the examine and improvement of an leading edge optimization kernel utilized to analog built-in circuit (IC) layout. quite, this works describes the differences contained in the AIDA Framework, an digital layout automation framework totally constructed by way of on the built-in Circuits Group-LX of the Instituto de Telecomunicações, Lisbon. It focusses on AIDA-CMK, by means of improving AIDA-C, that is the circuit optimizer element 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 resolution implements 3 ways to multi-objective multi-constraint optimization, particularly, an evolutionary process with NSGAII, a swarm intelligence process with MOPSO and stochastic hill hiking method with MOSA. furthermore, the carried out constitution permits the straightforward hybridization among kernels reworking the former uncomplicated NSGAII optimization module right into a extra advanced and flexible module assisting a number of unmarried and multi-kernel algorithms. the 3 multi-objective optimization ways have been established with CEC2009 benchmarks to limited multi-objective optimization and established with actual analog IC layout difficulties. The completed effects have been in comparison by way of functionality, utilizing statistical effects got from a number of autonomous 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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