An algebraic framework for information theory: Classical Information Export

@article{citeulike:5915608, abstract = {This work proposes a complete algebraic model for classical information theory. As a precursor the essential probabilistic concepts have been defined and analyzed in the algebraic setting. Examples from probability and information theory demonstrate that in addition to theoretical insights provided by the algebraic model one obtains new computational and anlytical tools. Several important theorems of classical probahility and information theory are formulated proved in the algebraic framework.}, archivePrefix = {arXiv}, author = {Patra, Manas K. and Braunstein, Samuel L.}, citeulike-article-id = {5915608}, citeulike-linkout-0 = {http://arxiv.org/abs/0910.1536}, citeulike-linkout-1 = {http://arxiv.org/pdf/0910.1536}, day = {8}, eprint = {0910.1536}, keywords = {algebra, information}, month = {Oct}, posted-at = {2009-10-09 17:37:58}, priority = {2}, title = {An algebraic framework for information theory: Classical Information}, url = {http://arxiv.org/abs/0910.1536}, year = {2009} }

TY - JOUR ID - citeulike:5915608 L3 - citeulike-article-id:5915608 N2 - This work proposes a complete algebraic model for classical information theory. As a precursor the essential probabilistic concepts have been defined and analyzed in the algebraic setting. Examples from probability and information theory demonstrate that in addition to theoretical insights provided by the algebraic model one obtains new computational and anlytical tools. Several important theorems of classical probahility and information theory are formulated proved in the algebraic framework. TI - An algebraic framework for information theory: Classical Information KW - algebra KW - information AU - Patra, Manas AU - Braunstein, Samuel PY - 2009/Oct/08/ UR - http://arxiv.org/abs/0910.1536 ER -