Reducing bias and inefficiency in the selection algorithm
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Proceedings of the third international conference on Genetic algorithms
Automated Software Test Data Generation
IEEE Transactions on Software Engineering
A methodology for controlling the size of a test suite
ACM Transactions on Software Engineering and Methodology (TOSEM)
Foundations of software measurement
Foundations of software measurement
Prioritizing test cases for regression testing
Proceedings of the 2000 ACM SIGSOFT international symposium on Software testing and analysis
A Validation of the Component-Based Method for Software Size Estimation
IEEE Transactions on Software Engineering - special section on current trends in exception handling—part II
Designing and Building Parallel Programs: Concepts and Tools for Parallel Software Engineering
Designing and Building Parallel Programs: Concepts and Tools for Parallel Software Engineering
Automatic Re-engineering of Software Using Genetic Programming
Automatic Re-engineering of Software Using Genetic Programming
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Using Heuristic Search Techniques To Extract Design Abstractions From Source Code
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Search Heuristics, Case-based Reasoning And Software Project Effort Prediction
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Writing good software engineering research papers: minitutorial
Proceedings of the 25th International Conference on Software Engineering
An Automated Framework for Structural Test-Data Generation
ASE '98 Proceedings of the 13th IEEE international conference on Automated software engineering
An Empirical Analysis of Equivalence Partitioning, Boundary Value Analysis and Random Testing
METRICS '97 Proceedings of the 4th International Symposium on Software Metrics
An Architecture for Distributing the Computation of Software Clustering Algorithms
WICSA '01 Proceedings of the Working IEEE/IFIP Conference on Software Architecture
An Empirical Study of the Effects of Minimization on the Fault Detection Capabilities of Test Suites
ICSM '98 Proceedings of the International Conference on Software Maintenance
Using Automatic Clustering to Produce High-Level System Organizations of Source Code
IWPC '98 Proceedings of the 6th International Workshop on Program Comprehension
A Multiple Hill Climbing Approach to Software Module Clustering
ICSM '03 Proceedings of the International Conference on Software Maintenance
Quantitative Studies in Software Release Planning under Risk and Resource Constraints
ISESE '03 Proceedings of the 2003 International Symposium on Empirical Software Engineering
Bi-Criteria Models for All-Uses Test Suite Reduction
Proceedings of the 26th International Conference on Software Engineering
Metrics Are Fitness Functions Too
METRICS '04 Proceedings of the Software Metrics, 10th International Symposium
Evolving Transformation Sequences using Genetic Algorithms
SCAM '04 Proceedings of the Source Code Analysis and Manipulation, Fourth IEEE International Workshop
An empirical study of the robustness of two module clustering fitness functions
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Search-based software test data generation: a survey: Research Articles
Software Testing, Verification & Reliability
ICSM '05 Proceedings of the 21st IEEE International Conference on Software Maintenance
Search-Based Amorphous Slicing
WCRE '05 Proceedings of the 12th Working Conference on Reverse Engineering
On the Automatic Modularization of Software Systems Using the Bunch Tool
IEEE Transactions on Software Engineering
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The Current State and Future of Search Based Software Engineering
FOSE '07 2007 Future of Software Engineering
Search Based Software Engineering for Program Comprehension
ICPC '07 Proceedings of the 15th IEEE International Conference on Program Comprehension
Proceedings of the 2007 international symposium on Software testing and analysis
Pareto efficient multi-objective test case selection
Proceedings of the 2007 international symposium on Software testing and analysis
A multi-objective approach to search-based test data generation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Pareto optimal search based refactoring at the design level
Proceedings of the 9th annual conference on Genetic and evolutionary computation
The multi-objective next release problem
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Bi-objective release planning for evolving software systems
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
The impact of input domain reduction on search-based test data generation
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Coevolving programs and unit tests from their specification
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Predictive models for the breeder genetic algorithm i. continuous parameter optimization
Evolutionary Computation
Understanding elementary landscapes
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Handling dynamic data structures in search based testing
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Searching for resource-efficient programs: low-power pseudorandom number generators
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Agent-based support for interactive search in conceptual software engineering design
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Search-based refactoring: an empirical study
Journal of Software Maintenance and Evolution: Research and Practice - Search Based Software Engineering [SBSE]
Search Based Requirements Optimisation: Existing Work and Challenges
REFSQ '08 Proceedings of the 14th international conference on Requirements Engineering: Foundation for Software Quality
Multiobjective Optimization of SLA-Aware Service Composition
SERVICES '08 Proceedings of the 2008 IEEE Congress on Services - Part I
A Survey: Genetic Algorithms and the Fast Evolving World of Parallel Computing
HPCC '08 Proceedings of the 2008 10th IEEE International Conference on High Performance Computing and Communications
"Fairness Analysis in Requirements Assignments
RE '08 Proceedings of the 2008 16th IEEE International Requirements Engineering Conference
Multi-objective Improvement of Software Using Co-evolution and Smart Seeding
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
A systematic review of search-based testing for non-functional system properties
Information and Software Technology
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Search based data sensitivity analysis applied to requirement engineering
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the eighteenth international symposium on Software testing and analysis
A Study of the Multi-objective Next Release Problem
SSBSE '09 Proceedings of the 2009 1st International Symposium on Search Based Software Engineering
Estimating Bounds on Expected Plateau Size in MAXSAT Problems
SLS '09 Proceedings of the Second International Workshop on Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
Using hybrid algorithm for Pareto efficient multi-objective test suite minimisation
Journal of Systems and Software
A Theoretical and Empirical Study of Search-Based Testing: Local, Global, and Hybrid Search
IEEE Transactions on Software Engineering
It Does Matter How You Normalise the Branch Distance in Search Based Software Testing
ICST '10 Proceedings of the 2010 Third International Conference on Software Testing, Verification and Validation
The relationship between search based software engineering and predictive modeling
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Optimal Regression Testing Based on Selective Coverage of Test Requirements
ISPA '10 Proceedings of the International Symposium on Parallel and Distributed Processing with Applications
SSBSE '10 Proceedings of the 2nd International Symposium on Search Based Software Engineering
Using Interactive GA for Requirements Prioritization
SSBSE '10 Proceedings of the 2nd International Symposium on Search Based Software Engineering
The Human Competitiveness of Search Based Software Engineering
SSBSE '10 Proceedings of the 2nd International Symposium on Search Based Software Engineering
Concept Location with Genetic Algorithms: A Comparison of Four Distributed Architectures
SSBSE '10 Proceedings of the 2nd International Symposium on Search Based Software Engineering
A Multi-Objective Genetic Algorithm to Test Data Generation
ICTAI '10 Proceedings of the 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Volume 01
IEEE Transactions on Software Engineering
Interactive, Evolutionary Search in Upstream Object-Oriented Class Design
IEEE Transactions on Software Engineering
Information and Software Technology
Software Module Clustering as a Multi-Objective Search Problem
IEEE Transactions on Software Engineering
Proceedings of the 33rd International Conference on Software Engineering
FlagRemover: A testability transformation for transforming loop-assigned flags
ACM Transactions on Software Engineering and Methodology (TOSEM)
Making the Case for MORTO: Multi Objective Regression Test Optimization
ICSTW '11 Proceedings of the 2011 IEEE Fourth International Conference on Software Testing, Verification and Validation Workshops
Search-Based Software Testing: Past, Present and Future
ICSTW '11 Proceedings of the 2011 IEEE Fourth International Conference on Software Testing, Verification and Validation Workshops
Refactoring as Testability Transformation
ICSTW '11 Proceedings of the 2011 IEEE Fourth International Conference on Software Testing, Verification and Validation Workshops
Automated test scenario selection based on levenshtein distance
ICDCIT'10 Proceedings of the 6th international conference on Distributed Computing and Internet Technology
Why the virtual nature of software makes it ideal for search based optimization
FASE'10 Proceedings of the 13th international conference on Fundamental Approaches to Software Engineering
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
Regression testing minimization, selection and prioritization: a survey
Software Testing, Verification & Reliability
Survey: A survey on search-based software design
Computer Science Review
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
Dynamic adaptive search based software engineering
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Controversy Corner: Search Based Software Engineering: Review and analysis of the field in Brazil
Journal of Systems and Software
Search-based duplicate defect detection: an industrial experience
Proceedings of the 10th Working Conference on Mining Software Repositories
Searching for better configurations: a rigorous approach to clone evaluation
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Cloud engineering is Search Based Software Engineering too
Journal of Systems and Software
Exact scalable sensitivity analysis for the next release problem
ACM Transactions on Software Engineering and Methodology (TOSEM)
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The aim of Search Based Software Engineering (SBSE) research is to move software engineering problems from human-based search to machine-based search, using a variety of techniques from the metaheuristic search, operations research and evolutionary computation paradigms. The idea is to exploit humans' creativity and machines' tenacity and reliability, rather than requiring humans to perform the more tedious, error prone and thereby costly aspects of the engineering process. SBSE can also provide insights and decision support. This tutorial will present the reader with a step-by-step guide to the application of SBSE techniques to Software Engineering. It assumes neither previous knowledge nor experience with Search Based Optimisation. The intention is that the tutorial will cover sufficient material to allow the reader to become productive in successfully applying search based optimisation to a chosen Software Engineering problem of interest.