Download e-book for iPad: Application of Evolutionary Algorithms for Multi-objective by M.C. Bhuvaneswari

By M.C. Bhuvaneswari

ISBN-10: 8132219570

ISBN-13: 9788132219576

ISBN-10: 8132235398

ISBN-13: 9788132235392

This booklet describes how evolutionary algorithms (EA), together with genetic algorithms (GA) and particle swarm optimization (PSO) can be used for fixing multi-objective optimization difficulties within the zone of embedded and VLSI method layout. Many complicated engineering optimization difficulties will be modelled as multi-objective formulations. This publication offers an advent to multi-objective optimization utilizing meta-heuristic algorithms, GA and PSO and the way they are often utilized to difficulties like hardware/software partitioning in embedded platforms, circuit partitioning in VLSI, layout of operational amplifiers in analog VLSI, layout area exploration in high-level synthesis, hold up fault checking out in VLSI checking out and scheduling in heterogeneous allotted platforms. it truly is proven how, in each one case, a number of the features of the EA, specifically its illustration and operators like crossover, mutation, and so forth, might be individually formulated to resolve those difficulties. This publication is meant for layout engineers and researchers within the box of VLSI and embedded process layout. The booklet introduces the multi-objective GA and PSO in an easy and simply comprehensible approach that would attract introductory readers.

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Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems by M.C. Bhuvaneswari

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