Goal Programming Based Multi-Objective Optimization Techniques of Task Allocatio

Description: Goal Programming Based Multi-Objective Optimization Techniques of Task Allocation in Distributed Environment by Abhishek Bhattacharya, Tanusree Chatterjee In a distributed computing system (DCS), we need to allocate a number of tasks to different processors for execution. The problem of task assignment in heterogeneous computing systems has been studied for many years with many variations and to accomplish various objectives, such as throughput maximization, reliability maximization, and cost minimization. There are also exists a set of system constraints related to memory and communication link capacity. Most of the existing approaches for task allocation deal with a single objective only. In this project we construct the task allocation problem as a multi-objective optimization problem to consider system constraints. The goal programming technique is used with pre-emptive priority structure to find the optimal allocation that not only optimize system reliability but also optimize memory as well as path load. The genetic algorithm is used to find the optimal allocations. Genetic algorithm is used to find the optimal allocations. FORMAT Hardcover LANGUAGE English CONDITION Brand New Author Biography Abhishek Bhattacharya is currently working as an assistant professor at the Indian Statistical Institute. After gaining BStat and MStat degrees from the Institute in 2004, and a PhD from the University of Arizona in 2008, he was a postdoctoral researcher at Duke University until 2010, before joining ISI in 2011. Details ISBN1304807673 Author Tanusree Chatterjee Pages 67 Publisher Lulu.com Year 2014 ISBN-10 1304807673 ISBN-13 9781304807670 Format Hardcover Publication Date 2014-01-15 Imprint Lulu.com Place of Publication London Country of Publication United Kingdom Short Title GOAL PROGRAMMING BASED MULTI-O Language English Media Book Illustrations black & white illustrations UK Release Date 2014-01-15 AU Release Date 2014-01-15 NZ Release Date 2014-01-15 Audience General We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:139205140;

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