Formal Languages and Computation: Models and Their Applications
gives a clear, comprehensive introduction to formal language theory
and its applications in computer science. It covers all rudimental
topics concerning formal languages and their models, especially
grammars and automata, and sketches the basic ideas underlying the
theory of computation, including computability, decidability, and
computational complexity. Emphasizing the relationship between
theory and application, the book describes many real-world
applications, including computer science engineering techniques for
language processing and their implementation.
- Covers the "theory of formal languages" and their models,
including all essential concepts and properties
- Explains how language models underlie "language
processors"
- Pays a special attention to "programming language analyzers,"
such as "scanners" and "parsers," based on four language models
regular expressions, finite automata, context-free grammars, and
pushdown automata
- Discusses the mathematical notion of a "Turing machine" as a
universally accepted formalization of the intuitive notion of a
procedure
- Reviews the general "theory of computation," particularly
"computability" and "decidability"
- Considers problem-deciding algorithms in terms of their
"computational complexity" measured according to time and space
requirements
- Points out that some problems are decidable in principle, but
they are, in fact, "intractable problems" for absurdly high
computational requirements of the algorithms that decide them
In short, this book represents a theoretically oriented
treatment of formal languages and their models with a focus on
their applications. It introduces all formalisms concerning them
with enough rigors to make all results quite clear and valid. Every
complicated mathematical passage is preceded by its intuitive
explanation so that even the most complex parts of the book are
easy to grasp. After studying this book, both student and
professional should be able to understand the fundamental theory of
formal languages and computation, write language processors, and
confidently follow most advanced books on the subject."
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