在统计执行步数的方法中,将会统计程序在执行过程中的所有时间开销。 与操作计数法一样,执行步数也是实例特征的函数,尽管一个特定的程序可能会有若干个特征(如输入个数,输出个数,输入和输出的大小等),但可以将执行步数看成是其中一部分特征的函数。 定义[程序步]:程序步(program step)可定义为一个语法或语义意义上...
Computer science - Algorithms, Complexity, Programming: An algorithm is a specific procedure for solving a well-defined computational problem. The development and analysis of algorithms is fundamental to all aspects of computer science: artificial intell
This method takes into account arithmetic, control, and memory access instructions with different data types as well as memory bandwidth restrictions. 展开 关键词: complexity analysis VLSI motion estimation algorithms 出版时间: 1999/01/01 ISBN: 978-1-4419-5088-8 被引量: 668 ...
Peng, ChaoZhou, JieZhu, BinhaiZhu, HongSpringer USJournal of Combinatorial OptimizationComplexity analysis and algorithms for the Program Download Problem[J] . Chao Peng,Jie Zhou,Binhai Zhu,Hong Zhu.Journal of Combinatorial Optimization . 2015 (1)...
The 31 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers present current research in all aspects of computational complexity and the use, design, analysis and experimentation of efficient algorithms and data structures. ...
Sébastien Bubeck Foundations and Trends in Machine Learning|January 2015, Vol 8(4): pp. 231-357 Publication Download BibTex This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. Starting from the fundamental theory of black-box optimization, the...
Lastly, related to the complexity of the search for patterns, I would like to mention something else that is important to say in a complexity analysis. It is that above, I have discussed the worst case complexity of the search for patterns. However, for many algorithms,the search will ...
Complexity(复杂性) Synchronous Distributed Algorithms(同步分布式算法) Asynchronous Distributed Algorithms(异步分布式算法) Cryptography(密码学) Cache-oblivious Algorithms(Cache-Oblivious 算法) 课程资料 | 下载 公众号回复关键字 『6.046J』,就可以获取整理完整的资料合辑啦!当然也可以点击 这里 查看更多课程的资料获...
CHAPTER 1-Machine Models and Simulations Peter van EMDE BOAS Pages 1-66 Purchase View chapter View abstract Select CHAPTER 2 - A Catalog of Complexity Classes Book chapterAbstract only CHAPTER 2-A Catalog of Complexity Classes David S. JOHNSON ...
On Distributionally Robust Multistage Convex Optimization: New Algorithms and Complexity Analysis This paper presents a novel algorithmic study and complexity analysis of distributionally robust multistage convex optimization (DR-MCO). We propose a new class of algorithms for solving DR-MCO, namely a sequ...