AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to - download pdf or read online

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By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

This paintings addresses the learn and improvement of an cutting edge optimization kernel utilized to analog built-in circuit (IC) layout. relatively, this works describes the variations 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, by means of 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 method with NSGAII, a swarm intelligence procedure with MOPSO and stochastic hill mountaineering technique with MOSA. in addition, the carried out constitution permits the simple hybridization among kernels reworking the former easy 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 acquired from a number of self sufficient runs. ultimately, a few hybrid methods have been additionally experimented, giving a foretaste to quite a lot of possibilities to discover in destiny work.

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