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 examine and improvement of an cutting edge optimization kernel utilized to analog built-in circuit (IC) layout. quite, this works describes the changes 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 bettering AIDA-C, that is 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 resolution implements 3 ways to multi-objective multi-constraint optimization, specifically, an evolutionary strategy with NSGAII, a swarm intelligence procedure with MOPSO and stochastic hill hiking process with MOSA. furthermore, the applied constitution permits the simple hybridization among kernels reworking the former easy NSGAII optimization module right into a extra developed and flexible module aiding a number of unmarried and multi-kernel algorithms. the 3 multi-objective optimization ways have been demonstrated with CEC2009 benchmarks to restricted multi-objective optimization and verified with actual analog IC layout difficulties. The accomplished effects have been in comparison by way of functionality, utilizing statistical effects acquired from a number of autonomous runs. eventually, 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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