Software testing techniques (2nd ed.)
Software testing techniques (2nd ed.)
LCLint: a tool for using specifications to check code
SIGSOFT '94 Proceedings of the 2nd ACM SIGSOFT symposium on Foundations of software engineering
Proceedings of the NATO Advanced Study Institute on Deductive program design
Verification of Real-Time Systems using Linear Relation Analysis
Formal Methods in System Design - Special issue on computer aided verification (CAV 93)
ESP: path-sensitive program verification in polynomial time
PLDI '02 Proceedings of the ACM SIGPLAN 2002 Conference on Programming language design and implementation
A system and language for building system-specific, static analyses
PLDI '02 Proceedings of the ACM SIGPLAN 2002 Conference on Programming language design and implementation
POPL '77 Proceedings of the 4th ACM SIGACT-SIGPLAN symposium on Principles of programming languages
Practical Software Testing
Symbolic Logic and Mechanical Theorem Proving
Symbolic Logic and Mechanical Theorem Proving
Principles of Program Analysis
Principles of Program Analysis
Correctly detecting intrinsic type errors in typeless languages such as MATLAB
Proceedings of the 2001 conference on APL: an arrays odyssey
Detecting Races in Relay Ladder Logic Programs
TACAS '98 Proceedings of the 4th International Conference on Tools and Algorithms for Construction and Analysis of Systems
Static Analysis and Software Assurance
SAS '01 Proceedings of the 8th International Symposium on Static Analysis
Software Analysis and Model Checking
CAV '02 Proceedings of the 14th International Conference on Computer Aided Verification
Tool Support for Fine-Grained Software Inspection
IEEE Software
Context-sensitive program analysis as database queries
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Counterexample-guided predicate abstraction of hybrid systems
Theoretical Computer Science - Tools and algorithms for the construction and analysis of systems (TACAS 2003)
Using Static Analysis to Find Bugs
IEEE Software
Formal verification of LabVIEW programs using the ACL2 Theorem Prover
Proceedings of the Eighth International Workshop on the ACL2 Theorem Prover and its Applications
UML Automatic Verification Tool with Formal Methods
Electronic Notes in Theoretical Computer Science (ENTCS)
Cartesian factoring of polyhedra in linear relation analysis
SAS'03 Proceedings of the 10th international conference on Static analysis
Proceedings of the 2011 ACM international conference on Object oriented programming systems languages and applications
Model-Based testing and model inference
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
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MATLAB is widely used in scientific, engineering, and numerical computations. Complex systems such as digital signal processors, process control systems, etc. are modeled in MATLAB and analyzed; C implementation of the system can be automatically generated from the validated MATLAB model. We combine static analysis techniques with model-based deductive verification using SMT solvers to provide a framework to analyze MATLAB code. The analyzer is generated by translating the collecting semantics of a MATLAB script to a formula in first order logic over multiple underlying theories. Function calls in a script can be handled by importing SMT assertions obtained by analyzing MATLAB files containing function definitions. Logical specification of the desired program behavior (rather its negation) is incorporated as a first order logic formula. An SMT-LIB formula solver treats the combined formula as a "constraint" and "solves" it. The "solved form" can be used to identify logical errors in the MATLAB model.