Submodular Rate Region Models for Multicast Communication in Wireless Networks


Book Description

​This book proposes representations of multicast rate regions in wireless networks based on the mathematical concept of submodular functions, e.g., the submodular cut model and the polymatroid broadcast model. These models subsume and generalize the graph and hypergraph models. The submodular structure facilitates a dual decomposition approach to network utility maximization problems, which exploits the greedy algorithm for linear programming on submodular polyhedra. This approach yields computationally efficient characterizations of inner and outer bounds on the multicast capacity regions for various classes of wireless networks.




"Code of Massachusetts regulations, 2010"


Book Description

Archival snapshot of entire looseleaf Code of Massachusetts Regulations held by the Social Law Library of Massachusetts as of January 2020.




"Code of Massachusetts regulations, 2012"


Book Description

Archival snapshot of entire looseleaf Code of Massachusetts Regulations held by the Social Law Library of Massachusetts as of January 2020.




"Code of Massachusetts regulations, 2007"


Book Description

Archival snapshot of entire looseleaf Code of Massachusetts Regulations held by the Social Law Library of Massachusetts as of January 2020.










Institutional Determinants of Social Inequality


Book Description

Understanding the factors that create and maintain social inequities is a core question in social psychology. Research has so far focused on the role of individual stereotyping, prejudice and discrimination. However, there is no such thing as a "biased" act of prejudiced individuals, structural factors in the reproduction of social inequalities. Indeed, people are immersed in a world, and that is the way forward. In this research topic, we propose to bring together the ideology and practice of the government. This can be done by the researcher, who is responsible for the work of the researcher, the researcher, the researcher, the researcher, the researcher, the researcher, the researcher and the researcher. (Eg, teachers, recruiters, leaders, ...). Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning. Grading, tracking, recruitment, ...) and ideologies (eg, meritocracy, individualism, protestant work ethic, ...) shape the psychological experience of (dis) advantaged people. (Eg, teachers, recruiters, leaders, ...). Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning. Grading, tracking, recruitment, ...) and ideologies (eg, meritocracy, individualism, protestant work ethic, ...) shape the psychological experience of (dis) advantaged people. (Eg, teachers, recruiters, leaders, ...). Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning. ...) shape the psychological experience of (dis) advantaged people. (Eg, teachers, recruiters, leaders, ...). Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning. ...) shape the psychological experience of (dis) advantaged people. (Eg, teachers, recruiters, leaders, ...). Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning. Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning. Taking the perspective of the company as a whole. This could be the highlight of the process. Perpetuation of the institutional functioning.




Information Theory and Network Coding


Book Description

This book is an evolution from my book A First Course in Information Theory published in 2002 when network coding was still at its infancy. The last few years have witnessed the rapid development of network coding into a research ?eld of its own in information science. With its root in infor- tion theory, network coding has not only brought about a paradigm shift in network communications at large, but also had signi?cant in?uence on such speci?c research ?elds as coding theory, networking, switching, wireless c- munications,distributeddatastorage,cryptography,andoptimizationtheory. While new applications of network coding keep emerging, the fundamental - sults that lay the foundation of the subject are more or less mature. One of the main goals of this book therefore is to present these results in a unifying and coherent manner. While the previous book focused only on information theory for discrete random variables, the current book contains two new chapters on information theory for continuous random variables, namely the chapter on di?erential entropy and the chapter on continuous-valued channels. With these topics included, the book becomes more comprehensive and is more suitable to be used as a textbook for a course in an electrical engineering department.




International Drivers of Corruption A Tool for Analysis


Book Description

This report introduces an analytical tool to help readers understand how international drivers of corruption affect governance and corruption at the country level. It provides a means for identifying these drivers and suggests opportunities for international actors to to improve governance.




Use of Electronic Data Processing Equipment


Book Description