书目名称 | Scheduling in Parallel Computing Systems |
副标题 | Fuzzy and Annealing |
编辑 | Shaharuddin Salleh,Albert Y. Zomaya |
视频video | http://file.papertrans.cn/862/861364/861364.mp4 |
丛书名称 | The Springer International Series in Engineering and Computer Science |
图书封面 |  |
描述 | .Scheduling in Parallel Computing Systems: Fuzzy andAnnealing. .Techniques. advocates the viability of using fuzzyand annealing methods in solving scheduling problems for parallelcomputing systems. The book proposes new techniques for both staticand dynamic scheduling, using emerging paradigms that are inspired bynatural phenomena such as fuzzy logic, mean-field annealing, andsimulated annealing. Systems that are designed using such techniquesare often referred to in the literature as `intelligent‘ because oftheir capability to adapt to sudden changes in their environments.Moreover, most of these changes cannot be anticipated in advance orincluded in the original design of the system. ..Scheduling in Parallel Computing Systems: Fuzzy and Annealing..Techniques. provides results that prove such approaches canbecome viable alternatives to orthodox solutions to the schedulingproblem, which are mostly based on heuristics. Although heuristics arerobust and reliable when solving certain instances of the schedulingproblem, they do not perform well when one needs to obtain solutionsto general forms of the scheduling problem. On the other hand,techniques inspired by natural phenomena have be |
出版日期 | Book 1999 |
关键词 | combinatorial optimization; fuzzy logic; logic; optimization; parallel computing; scheduling |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4615-5065-5 |
isbn_softcover | 978-1-4613-7303-2 |
isbn_ebook | 978-1-4615-5065-5Series ISSN 0893-3405 |
issn_series | 0893-3405 |
copyright | Springer Science+Business Media New York 1999 |