Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Adaptive Testing for Specification Coverage   Ensuring correctness of cyber-physical systems (CPS) is an extremely
challenging task that is in practice often addressed with simulation based
testing. Formal specification languages, such as Signal Temporal Logic (STL),
are used to mathematically express CPS requirements and thus render the
simulation activity more systematic and principled. We propose a novel method
for adaptive generation of tests with specification coverage for STL. To
achieve this goal, we devise cooperative reachability games that we combine
with numerical optimization to create tests that explore the system in a way
that exercise various parts of the specification. To the best of our knowledge
our approach is the first adaptive testing approach that can be applied
directly to MATLAB\texttrademark\; Simulink/Stateflow models. We implemented
our approach in a prototype tool and evaluated it on several illustrating
examples and a case study from the avionics domain, demonstrating the
effectiveness of adaptive testing to (1) incrementally build a test case that
reaches a test objective, (2) generate a test suite that increases the
specification coverage, and (3) infer what part of the specification is
actually implemented.

31
The categories of this paper are: ao-sci
11
The categories of this paper are: hep-lat
4
The categories of this paper are: cond-mat
36
The categories of this paper are: cmp-lg
20
The categories of this paper are: acc-phys
25
The categories of this paper are: patt-sol
10
The categories of this paper are: q-bio
9
The categories of this paper are: nlin
29
The categories of this paper are: funct-an
18
The categories of this paper are: econ
13
The categories of this paper are: quant-ph
16
The categories of this paper are: stat
22
The categories of this paper are: chao-dyn
23
The categories of this paper are: solv-int
37
The categories of this paper are: supr-con
14
The categories of this paper are: math-ph