Get AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to PDF

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By Ricardo Lourenço,Nuno Lourenço,Nuno Horta

This paintings addresses the learn and improvement of an leading edge optimization kernel utilized to analog built-in circuit (IC) layout. really, this works describes the ameliorations contained in the AIDA Framework, an digital layout automation framework totally built by means of on the built-in Circuits Group-LX of the Instituto de Telecomunicações, Lisbon. It focusses on AIDA-CMK, through 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 techniques to multi-objective multi-constraint optimization, particularly, an evolutionary technique with NSGAII, a swarm intelligence process with MOPSO and stochastic hill hiking method with MOSA. in addition, the carried out constitution permits the simple hybridization among kernels reworking the former basic NSGAII optimization module right into a extra developed and flexible module assisting a number of unmarried and multi-kernel algorithms. the 3 multi-objective optimization methods have been verified with CEC2009 benchmarks to limited multi-objective optimization and proven with genuine analog IC layout difficulties. The completed effects have been in comparison when it comes to functionality, utilizing statistical effects got from a number of self sufficient runs. eventually, a few hybrid techniques 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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