Download AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to by Ricardo Lourenço,Nuno Lourenço,Nuno Horta PDF

Download AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to by Ricardo Lourenço,Nuno Lourenço,Nuno Horta PDF

By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

This paintings addresses the study and improvement of an cutting edge optimization kernel utilized to analog built-in circuit (IC) layout. rather, this works describes the adjustments 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 means of improving AIDA-C, that's the circuit optimizer section 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 procedure with NSGAII, a swarm intelligence strategy with MOPSO and stochastic hill mountaineering method 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 assisting a number of unmarried and multi-kernel algorithms. the 3 multi-objective optimization techniques have been demonstrated with CEC2009 benchmarks to restricted multi-objective optimization and demonstrated with actual 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. eventually, 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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