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Search-Based Software Engineering

11th International Symposium, SSBSE 2019, Tallinn, Estonia, August 31 – September 1, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Shiva Nejati

    1. SnT/University of Luxembourg, Luxembourg, Luxembourg

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    You can also search for this editor in PubMed   Google Scholar

  2. Gregory Gay

    1. University of South Carolina, Columbia, USA

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11664)

Part of the book sub series: Programming and Software Engineering (LNPSE)

Included in the following conference series:

Conference proceedings info: SSBSE 2019.

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Table of contents (14 papers)

  1. Front Matter

    Pages i-xiv
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  3. Research Papers

    1. Front Matter

      Pages 9-9
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    2. A Systematic Comparison of Search Algorithms for Topic Modelling—A Study on Duplicate Bug Report Identification

      • Annibale Panichella
      Pages 11-26

    3. Constructing Search Spaces for Search-Based Software Testing Using Neural Networks

      • Leonid Joffe, David Clark
      Pages 27-41

    4. A Review of Ten Years of the Symposium on Search-Based Software Engineering

      • Thelma Elita Colanzi, Wesley Klewerton Guez Assunção, Paulo Roberto Farah, Silvia Regina Vergilio, Giovani Guizzo
      Pages 42-57

    5. Does Diversity Improve the Test Suite Generation for Mobile Applications?

      • Thomas Vogel, Chinh Tran, Lars Grunske
      Pages 58-74

    6. PRICE: Detection of Performance Regression Introducing Code Changes Using Static and Dynamic Metrics

      • Deema Alshoaibi, Kevin Hannigan, Hiten Gupta, Mohamed Wiem Mkaouer
      Pages 75-88

    7. General Program Synthesis Using Guided Corpus Generation and Automatic Refactoring

      • Alexander Wild, Barry Porter
      Pages 89-104

    8. A Search-Based Approach to Generate MC/DC Test Data for OCL Constraints

      • Hassan Sartaj, Muhammad Zohaib Iqbal, Atif Aftab Ahmed Jilani, Muhammad Uzair Khan
      Pages 105-120

    9. Bio-Inspired Optimization of Test Data Generation for Concurrent Software

      • Ricardo F. Vilela, Victor H. S. C. Pinto, Thelma E. Colanzi, Simone R. S. Souza
      Pages 121-136

    10. Revisiting Hyper-Parameter Tuning for Search-Based Test Data Generation

      • Shayan Zamani, Hadi Hemmati
      Pages 137-152

  4. Short and Student Papers

    1. Front Matter

      Pages 153-153
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    2. Towards Automated Boundary Value Testing with Program Derivatives and Search

      • Robert Feldt, Felix Dobslaw
      Pages 155-163

    3. Code Naturalness to Assist Search Space Exploration in Search-Based Program Repair Methods

      • Altino Dantas, Eduardo F. de Souza, Jerffeson Souza, Celso G. Camilo-Junior
      Pages 164-170

    4. Dorylus: An Ant Colony Based Tool for Automated Test Case Generation

      • Dan Bruce, Héctor D. Menéndez, David Clark
      Pages 171-180

  5. Challenge Paper

    1. Front Matter

      Pages 181-181
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    2. Software Improvement with Gin: A Case Study

      • Justyna Petke, Alexander E. I. Brownlee
      Pages 183-189

  6. Back Matter

    Pages 191-191
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  1. Search-Based Software Engineering

Keywords

About this book

This book constitutes the refereed proceedings of the 11th International Symposium on Search-Based Software Engineering, SSBSE 2019, held in Tallinn, Estonia, in August/September 2019. The 9 research papers and 3 short papers presented together with 1 keynote  and 1 challenge paper were carefully reviewed and selected from 28 submissions. SSBSE is a research area focused on the formulation of software engineering problems as search problems, and the subsequent use of complex heuristic techniques to attain optimal solutions to such problems. A wealth of engineering challenges - from test generation, to design refactoring, to process organization - can be solved efficiently through the application of automated optimization techniques. SBSE is a growing field - sitting at the crossroads between AI, machine learning, and software engineering - and SBSE techniques have begun to attain human-competitive results.

Editors and Affiliations

  • SnT/University of Luxembourg, Luxembourg, Luxembourg

    Shiva Nejati

  • University of South Carolina, Columbia, USA

    Gregory Gay

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