Resource-aware program analysis and complexity estimation have become pivotal in modern software engineering, where understanding and verifying the quantitative resource consumption of computer ...

Description The design, implementation, and analysis of abstract data types, data structures and their algorithms. Topics include: data and procedural abstraction, amortized data structures, trees and ...

Three methods of carrying out a regression analysis of data collected by means of a survey of complex design are investigated. Least squares methods which ignore population structure such as ...

Director of Computational Sciences and Informatics program for Complex Adaptive Systems and Professor in the School of Life Sciences, Arizona State University Multidimensional molecular ...

Data Structures Balanced Trees Hashtables Amortized Analysis Union-Find Data Structures Fibonacci Heaps Graph Algorithms Shortest Path (Review) Flow Problems. Complexity Theory: P vs NP Advanced ...

I have proposed several techniques for analyzing and representing thematic structures and complexity. Since these techniques are operatively defined, I began by considering a text to be a linear ...