Title
Path-oriented Test Data Generation Driven by Component Linear Fitting Functions
Abstract
Automatically generating test data to cover a given path is a challenging problem. This paper present a program execution based approach driven by component linear fitting functions. Here, component linear fitting functions built on inputs and values at decision points, are used to approximate constraints. They drive the search to reach constraints' solutions by calculating feasible intervals. Experiments show that the approach is effective and has good potentiality in treating nonlinear constraints and constraints with many local optimal points.
Year
DOI
Venue
2012
10.1109/SERE-C.2012.40
SERE (Companion)
Keywords
Field
DocType
decision point,feasible interval,local optimal point,nonlinear constraint,program execution,challenging problem,approximate constraint,automatically generating test data,component linear fitting function,path-oriented test data generation,good potentiality,component linear fitting functions,fitting,functions,approximation theory,vectors,mathematical model
Mathematical optimization,Nonlinear system,Computer science,Approximation theory,Software,Test data,Linear fitting,Program testing,Test data generation
Conference
Citations 
PageRank 
References 
0
0.34
1
Authors
6
Name
Order
Citations
PageRank
Wenxu Ding161.52
Xin Chen210232.63
Peng Jiang3167.17
Nan Ye414912.60
Lei Bu532.83
Li Xuandong667279.78