Read e-book online AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to PDF

By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

ISBN-10: 3319159542

ISBN-13: 9783319159546

This paintings addresses the study and improvement of an leading edge optimization kernel utilized to analog built-in circuit (IC) layout. really, this works describes the transformations contained in the AIDA Framework, an digital layout automation framework absolutely built via on the built-in Circuits Group-LX of the Instituto de Telecomunicações, Lisbon. It focusses on AIDA-CMK, via improving AIDA-C, that's the circuit optimizer component to 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 ways to multi-objective multi-constraint optimization, particularly, an evolutionary strategy with NSGAII, a swarm intelligence strategy with MOPSO and stochastic hill mountain climbing process with MOSA. in addition, the carried out constitution permits the simple hybridization among kernels remodeling the former easy NSGAII optimization module right into a extra developed and flexible module helping a number of unmarried and multi-kernel algorithms. the 3 multi-objective optimization techniques have been tested with CEC2009 benchmarks to limited multi-objective optimization and validated with genuine analog IC layout difficulties. The completed effects have been in comparison when it comes to functionality, utilizing statistical effects received from a number of self reliant runs. ultimately, a few hybrid ways 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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