Search-Based Software Engineering: 10th International Symposium, SSBSE 2018, Montpellier, France, September 8-9, 2018, Proceedings
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This book constitutes the refereed proceedings of the 10th International Symposium on Search-Based Software Engineering, SSBSE 2018, held in Montpellier, France, in September 2018. The 12 full papers and 7 short papers presented together with 3 keynotes, 2 tutorials, and 1 anniversary paper were carefully reviewed and selected from 21 submissions. SSBSE welcomes not only applications from throughout the software engineering lifecycle but also a broad range of search methods ranging from exact Operational Research techniques to nature-inspired algorithms and simulated annealing. Chapter "Deploying Search Based Software Engineering with Sapienz at Facebook" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. Front Matter ....Pages I-XV Front Matter ....Pages 1-1 Deploying Search Based Software Engineering with Sapienz at Facebook (Nadia Alshahwan, Xinbo Gao, Mark Harman, Yue Jia, Ke Mao, Alexander Mols et al.)....Pages 3-45 Evolving Living Technologies—Insights from the EvoEvo Project (Guillaume Beslon, Santiago F. Elena, Paulien Hogeweg, Dominique Schneider, Susan Stepney)....Pages 46-62 Front Matter ....Pages 63-63 Ultra-Large Repair Search Space with Automatically Mined Templates: The Cardumen Mode of Astor (Matias Martinez, Martin Monperrus)....Pages 65-86 Front Matter ....Pages 87-87 How Can Metaheuristics Help Software Engineers? (Enrique Alba)....Pages 89-105 A Tutorial on Using and Extending the EvoSuite Search-Based Test Generator (Gordon Fraser)....Pages 106-130 A Preliminary Systematic Mapping Study of Human Competitiveness of SBSE (Jerffeson Souza, Allysson Allex Araújo, Raphael Saraiva, Pamella Soares, Camila Maia)....Pages 131-146 Front Matter ....Pages 147-147 Search-Based Stress Testing the Elastic Resource Provisioning for Cloud-Based Applications (Abdullah Alourani, Md. Abu Naser Bikas, Mark Grechanik)....Pages 149-165 Injecting Social Diversity in Multi-objective Genetic Programming: The Case of Model Well-Formedness Rule Learning (Edouard Batot, Houari Sahraoui)....Pages 166-181 Automated Optimization of Weighted Non-functional Objectives in Self-adaptive Systems (Kate M. Bowers, Erik M. Fredericks, Betty H. C. Cheng)....Pages 182-197 Comparison of Search-Based Algorithms for Stress-Testing Integrated Circuits (Basil Eljuse, Neil Walkinshaw)....Pages 198-212 Damage Reduction via White-Box Failure Shaping (Thomas B. Jones, David H. Ackley)....Pages 213-228 Automated Co-evolution of Metamodels and Transformation Rules: A Search-Based Approach (Wael Kessentini, Houari Sahraoui, Manuel Wimmer)....Pages 229-245 Learning Without Peeking: Secure Multi-party Computation Genetic Programming (Jinhan Kim, Michael G. Epitropakis, Shin Yoo)....Pages 246-261 Towards Minimizing the Impact of Changes Using Search-Based Approach (Bogdan Korel, Nada Almasri, Luay Tahat)....Pages 262-277 Exploring Evolutionary Search Strategies to Improve Applications’ Energy Efficiency (Irene Manotas, James Clause, Lori Pollock)....Pages 278-292 Optimization Experiments in the Continuous Space (David Issa Mattos, Erling Mårtensson, Jan Bosch, Helena Holmström Olsson)....Pages 293-308 Incremental Control Dependency Frontier Exploration for Many-Criteria Test Case Generation (Annibale Panichella, Fitsum Meshesha Kifetew, Paolo Tonella)....Pages 309-324 Single-objective Versus Multi-objectivized Optimization for Evolutionary Crash Reproduction (Mozhan Soltani, Pouria Derakhshanfar, Annibale Panichella, Xavier Devroey, Andy Zaidman, Arie van Deursen)....Pages 325-340 Front Matter ....Pages 341-341 A New Approach for Search Space Reduction and Seeding by Analysis of the Clauses (Atieh Monemi Bidgoli, Hassan Haghighi)....Pages 343-348 Learning Fault Localisation for both Humans and Machines Using Multi-objective GP (Kabdo Choi, Jeongju Sohn, Shin Yoo)....Pages 349-355 Mapping Class Dependencies for Fun and Profit (Allen Kanapala, Gregory Gay)....Pages 356-362 Evolving Better Software Parameters (William B. Langdon, Justyna Petke)....Pages 363-369 On the Placebo Effect in Interactive SBSE: A Preliminary Study (Jerffeson Souza, Allysson Allex Araújo, Italo Yeltsin, Raphael Saraiva, Pamella Soares)....Pages 370-376 EvoIsolator: Evolving Program Slices for Hardware Isolation Based Security (Mengmei Ye, Myra B. Cohen, Witawas Srisa-an, Sheng Wei)....Pages 377-382 Front Matter ....Pages 383-383 Detecting Real Faults in the Gson Library Through Search-Based Unit Test Generation (Gregory Gay)....Pages 385-391 Back Matter ....Pages 393-393
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