Full Description
Program analysis concerns static techniques for computing reliable approximate information about the dynamic behaviour of programs. Applications include compilers (for code improvement), software validation (for detecting errors in algorithms or breaches of security) and transformations between data representation (for solving problems such as the Y2K problem). This book is unique in giving an overview of the four major approaches to program analysis: data flow analysis, constraint based analysis, abstract interpretation, and type and effect systems. The presentation demonstrates the extensive similarities between the approaches; this will aid the reader in choosing the right approach and in enhancing it with insights from the other approaches. The book covers basic semantic properties as well as more advanced algorithmic techniques. The book is aimed at M.Sc. and Ph.D. students but will be valuable also for experienced researchers and professionals.
Contents
1 Introduction.- 2 Data Flow Analysis.- 3 Constraint Based Analysis.- 4 Abstract Interpretation.- 5 Type and Effect Systems.- 6 Algorithms.- A Partially Ordered Sets.- A.1 Basic Definitions.- A.2 Construction of Complete Lattices.- A.3 Chains.- A.4 Fixed Points.- Concluding Remarks.- B Induction and Coinduction.- B.1 Proof by Induction.- B.2 Introducing Coinduction.- B.3 Proof by Coinduction.- Concluding Remarks.- C Graphs and Regular Expressions.- C.1 Graphs and Forests.- C.2 Reverse Postorder.- C.3 Regular Expressions.- Concluding Remarks.- Index of Notation.
