Download e-book for kindle: 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 quarter of embedded and VLSI process layout. Many advanced engineering optimization difficulties may be modelled as multi-objective formulations. This booklet offers an creation 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 structures, 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 trying out and scheduling in heterogeneous allotted platforms. it really is proven how, in every one case, a number of the features of the EA, particularly its illustration and operators like crossover, mutation, and so on, should be individually formulated to unravel those difficulties. This publication is meant for layout engineers and researchers within the box of VLSI and embedded method layout. The e-book introduces the multi-objective GA and PSO in an easy and simply comprehensible means 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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