Title :
Formalization of the variable-length source coding theorem: Direct part
Author :
Obi, R. ; Hagiwara, M. ; Affeldt, R.
Author_Institution :
Grad. Sch. of Sci., Chiba Univ., Chiba, Japan
Abstract :
Modern mathematical proofs are becoming so big that they cause a problem of trust. Formal verification using proof-assistants has recently emerged as a solution to ensure the correctness of big proofs. Before being able to verify formally big proofs one must build substantial libraries of formal definitions and formal theorems. In this paper, we explain how we contribute to an existing formalization of information theory by extending it with a foundational theorem; namely, the variable-length source coding theorem.
Keywords :
formal verification; information theory; source coding; big proofs; formal definition; formal theorem; formal verification; foundational theorem; information theory formalization; libraries; mathematical proofs; proof-assistants; variable-length source coding theorem; Computer science; Concrete; Educational institutions; Libraries; Source coding;
Conference_Titel :
Information Theory and its Applications (ISITA), 2014 International Symposium on
Conference_Location :
Melbourne, VIC