LEADER 04850nam 22006855 450 001 996466435903316 005 20200703082924.0 010 $a3-030-27455-1 024 7 $a10.1007/978-3-030-27455-9 035 $a(CKB)4100000009076306 035 $a(DE-He213)978-3-030-27455-9 035 $a(MiAaPQ)EBC5922538 035 $a(PPN)242823718 035 $a(EXLCZ)994100000009076306 100 $a20190802d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSearch-Based Software Engineering$b[electronic resource] $e11th International Symposium, SSBSE 2019, Tallinn, Estonia, August 31 ? September 1, 2019, Proceedings /$fedited by Shiva Nejati, Gregory Gay 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XIV, 191 p. 88 illus., 28 illus. in color.) 225 1 $aProgramming and Software Engineering ;$v11664 300 $aIncludes index. 311 $a3-030-27454-3 327 $aSearch-Based Predictive Modelling for Software Engineering: How Far Have We Gone -- A Systematic Comparison of Search Algorithms for Topic Modelling -- A Study on Duplicate Bug Report Identification -- Constructing Search Spaces for SBST using Machine Learning -- A Review of Ten Years of the Symposium on Search-Based Software Engineering -- Does Diversity Improve the Test Suite Generation for Mobile Applications -- Detect Performance Regression by Combining Static and Dynamic metrics Using Evolutionary Algorithms -- General Program Synthesis using Guided Corpus Generation and Automatic Refactoring -- A Search-Based Approach to Generate MC/DC Test Data for OCL Constraints -- Bio-Inspired Optimization of Test Data Generation for Concurrent Programs -- Revisiting Hyper-Parameter Tuning for Search-based Software Testing -- Towards Automated Boundary Value Testing with Program Derivatives and Search -- Code Naturalness to Assist Search Space Exploration in Search-based Program Repair Methods -- Dorylus: An Ant Colony Based Tool for Automated Test Case Generation -- Software Improvement with Gin. 330 $aThis book constitutes the refereed proceedings of the 11th International Symposium on Search-Based Software Engineering, SSBSE 2019, held in Tallinn, Estonia, in August/September 2019. The 9 research papers and 3 short papers presented together with 1 keynote and 1 challenge paper were carefully reviewed and selected from 28 submissions. SSBSE is a research area focused on the formulation of software engineering problems as search problems, and the subsequent use of complex heuristic techniques to attain optimal solutions to such problems. A wealth of engineering challenges - from test generation, to design refactoring, to process organization - can be solved efficiently through the application of automated optimization techniques. SBSE is a growing field - sitting at the crossroads between AI, machine learning, and software engineering - and SBSE techniques have begun to attain human-competitive results. 410 0$aProgramming and Software Engineering ;$v11664 606 $aSoftware engineering 606 $aProgramming languages (Electronic computers) 606 $aComputer programming 606 $aArtificial intelligence 606 $aAlgorithms 606 $aSoftware Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/I14029 606 $aProgramming Languages, Compilers, Interpreters$3https://scigraph.springernature.com/ontologies/product-market-codes/I14037 606 $aProgramming Techniques$3https://scigraph.springernature.com/ontologies/product-market-codes/I14010 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 615 0$aSoftware engineering. 615 0$aProgramming languages (Electronic computers). 615 0$aComputer programming. 615 0$aArtificial intelligence. 615 0$aAlgorithms. 615 14$aSoftware Engineering. 615 24$aProgramming Languages, Compilers, Interpreters. 615 24$aProgramming Techniques. 615 24$aArtificial Intelligence. 615 24$aAlgorithm Analysis and Problem Complexity. 676 $a005.1 702 $aNejati$b Shiva$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGay$b Gregory$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466435903316 996 $aSearch-based software engineering$92153522 997 $aUNISA