On Incorporating Search-Based Heuristics into Real-World Systems

被引:1
|
作者
Fredericks, Erik M. [1 ]
Bowers, Kate M. [1 ]
Hariri, Reihaneh H. [1 ]
机构
[1] Oakland Univ, Rochester, MI 48063 USA
关键词
real-world testing; cyber-physical systems; search-based software testing;
D O I
10.1109/SBST.2019.00012
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
While massive strides have been made in the field of search-based software testing (SBST) in recent years, there yet remains the problem of transitioning such techniques to reality. This paper discusses this problem in terms of cyber-physical systems, presents research challenges for applying SBST to this domain, and outlines the state-of-the-art achievements of the SBST community in this regard.
引用
收藏
页码:11 / 12
页数:2
相关论文
共 50 条
  • [1] Search-based Diverse Sampling from Real-world Software Product Lines
    Xiang, Yi
    Huang, Han
    Zhou, Yuren
    Li, Sizhe
    Luo, Chuan
    Lin, Qingwei
    Li, Miqing
    Yang, Xiaowei
    2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2022), 2022, : 1945 - 1957
  • [2] Construction of heuristics for a search-based approach to solving Snudoku
    Jones, S. K.
    Roach, P. A.
    Perkins, S.
    RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XXIV, 2008, : 37 - 49
  • [3] TABU SEARCH-BASED HEURISTICS FOR CELLULAR MANUFACTURING SYSTEMS IN THE PRESENCE OF ALTERNATIVE PROCESS PLANS
    LOGENDRAN, R
    RAMAKRISHNA, P
    SRISKANDARAJAH, C
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1994, 32 (02) : 273 - 297
  • [4] Heuristics for a Real-World Mail Delivery Problem
    Gussmagg-Pfliegl, Elisabeth
    Tricoire, Fabien
    Doerner, Karl F.
    Hartl, Richard F.
    Irnich, Stefan
    APPLICATIONS OF EVOLUTIONARY COMPUTATION, PT II, 2011, 6625 : 481 - +
  • [5] Speeding up the calculation of heuristics for heuristic search-based planning
    Liu, YX
    Koenig, S
    Furcy, D
    EIGHTEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-02)/FOURTEENTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE (IAAI-02), PROCEEDINGS, 2002, : 484 - 491
  • [6] INCORPORATING REAL-WORLD NOISY SPEECH IN NEURAL-NETWORK-BASED SPEECH ENHANCEMENT SYSTEMS
    Xia, Yangyang
    Xu, Buye
    Kumar, Anurag
    2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), 2021, : 564 - 570
  • [7] A framework for learning in search-based systems
    Sarkar, S
    Chakrabarti, PP
    Ghose, S
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 1998, 10 (04) : 563 - 575
  • [8] A search-based procedure for nonlinear real arithmetic
    Ashish Tiwari
    Patrick Lincoln
    Formal Methods in System Design, 2016, 48 : 257 - 273
  • [9] A search-based procedure for nonlinear real arithmetic
    Tiwari, Ashish
    Lincoln, Patrick
    FORMAL METHODS IN SYSTEM DESIGN, 2016, 48 (03) : 257 - 273
  • [10] A tabu search tutorial based on a real-world scheduling problem
    Schneider, Ulrike
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2011, 19 (04) : 467 - 493