On using genetic algorithms to search program spaces
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Foundations of software measurement
Foundations of software measurement
A Critique of Software Defect Prediction Models
IEEE Transactions on Software Engineering
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
An axiomatic basis for computer programming
Communications of the ACM
Dynamically Discovering Likely Program Invariants to Support Program Evolution
IEEE Transactions on Software Engineering - Special issue on 1999 international conference on software engineering
Software engineering (6th ed.)
Software engineering (6th ed.)
Foundations of genetic programming
Foundations of genetic programming
Genetic Algorithms in Engineering and Computer Science
Genetic Algorithms in Engineering and Computer Science
Genetic Programming Model for Software Quality Classification
HASE '01 The 6th IEEE International Symposium on High-Assurance Systems Engineering: Special Topic: Impact of Networking
Accelerating the Convergence of Evolutionary Algorithms by Fitness Landscape Approximation
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Evolutionary Testing In Component-based Real-time System Construction
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Fitness Function Design To Improve Evolutionary Structural Testing
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Instrumenting Programs With Flag Variables For Test Data Search By Genetic Algorithms
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
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
A New Representation And Crossover Operator For Search-based Optimization Of Software Modularization
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Using Genetic Programming to Determine Software Quality
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference
Converging on the Optimal Attainment of Requirements
RE '02 Proceedings of the 10th Anniversary IEEE Joint International Conference on Requirements Engineering
An Architecture for Distributing the Computation of Software Clustering Algorithms
WICSA '01 Proceedings of the Working IEEE/IFIP Conference on Software Architecture
Combining Software Quality Predictive Models: An Evolutionary Approach
ICSM '02 Proceedings of the International Conference on Software Maintenance (ICSM'02)
A Multiple Hill Climbing Approach to Software Module Clustering
ICSM '03 Proceedings of the International Conference on Software Maintenance
A Simulation Study of the Model Evaluation Criterion MMRE
IEEE Transactions on Software Engineering
Genetic Programming-Based Decision Trees for Software Quality Classification
ICTAI '03 Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence
IEEE Transactions on Software Engineering
Evolutionary testing in the presence of loop-assigned flags: a testability transformation approach
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
Metrics Are Fitness Functions Too
METRICS '04 Proceedings of the Software Metrics, 10th International Symposium
Stress testing real-time systems with genetic algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Improving network applications security: a new heuristic to generate stress testing data
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Search-based improvement of subsystem decompositions
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Benefits of software measures for evolutionary white-box testing
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Predicting the Location and Number of Faults in Large Software Systems
IEEE Transactions on Software Engineering
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 Software Maintenance
CSMR '06 Proceedings of the Conference on Software Maintenance and Reengineering
On the Automatic Modularization of Software Systems Using the Bunch Tool
IEEE Transactions on Software Engineering
Simulated annealing for improving software quality prediction
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The species per path approach to SearchBased test data generation
Proceedings of the 2006 international symposium on Software testing and analysis
Search Based Approaches to Component Selection and Prioritization for the Next Release Problem
ICSM '06 Proceedings of the 22nd IEEE International Conference on Software Maintenance
Allowing Overlapping Boundaries in Source Code using a Search Based Approach to Concept Binding
ICSM '06 Proceedings of the 22nd IEEE International Conference on Software Maintenance
REV '06 Proceedings of the 1st international workshop on Requirements Engineering Visualization
Software project management with GAs
Information Sciences: an International Journal
Structured programming
Software project economics: a roadmap
FOSE '07 2007 Future of Software Engineering
The Current State and Future of Search Based Software Engineering
FOSE '07 2007 Future of Software Engineering
Search Algorithms for Regression Test Case Prioritization
IEEE Transactions on Software Engineering
Search Based Software Engineering for Program Comprehension
ICPC '07 Proceedings of the 15th IEEE International Conference on Program Comprehension
Pareto efficient multi-objective test case selection
Proceedings of the 2007 international symposium on Software testing and analysis
Finding safety errors with ACO
Proceedings of the 9th annual conference on Genetic and evolutionary computation
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
Journal of Systems and Software
A comparison of the fixed and floating building block representation in the genetic algorithm
Evolutionary Computation
A tabu search algorithm for structural software testing
Computers and Operations Research
Optimizing requirements decisions with keys
Proceedings of the 4th international workshop on Predictor models in software engineering
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
Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement
Search Based Requirements Optimisation: Existing Work and Challenges
REFSQ '08 Proceedings of the 14th international conference on Requirements Engineering: Foundation for Software Quality
Open Problems in Testability Transformation
ICSTW '08 Proceedings of the 2008 IEEE International Conference on Software Testing Verification and Validation Workshop
"Fairness Analysis in Requirements Assignments
RE '08 Proceedings of the 2008 16th IEEE International Requirements Engineering Conference
Performance Prediction for Black-Box Components Using Reengineered Parametric Behaviour Models
CBSE '08 Proceedings of the 11th International Symposium on Component-Based Software Engineering
A systematic review of search-based testing for non-functional system properties
Information and Software Technology
Empirical evaluation of a nesting testability transformation for evolutionary testing
ACM Transactions on Software Engineering and Methodology (TOSEM)
Automatically finding patches using genetic programming
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
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
Search-based failure discovery using testability transformations to generate pseudo-oracles
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Search-Based Prediction of Fault Count Data
SSBSE '09 Proceedings of the 2009 1st International Symposium on Search Based Software Engineering
Self-adaptive focusing of evolutionary effort in hierarchical genetic programming
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multi Objective Higher Order Mutation Testing with Genetic Programming
TAIC-PART '09 Proceedings of the 2009 Testing: Academic and Industrial Conference - Practice and Research Techniques
A Quantum Algorithm for Software Engineering Search
ASE '09 Proceedings of the 2009 IEEE/ACM International Conference on Automated Software Engineering
Building decision tree software quality classification models using genetic programming
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Using genetic programming to improve software effort estimation based on general data sets
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
The state problem for evolutionary testing
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Automatically finding the control variables for complex system behavior
Automated Software Engineering
Reducing overfitting in genetic programming models for software quality classification
HASE'04 Proceedings of the Eighth IEEE international conference on High assurance systems 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
IEEE Transactions on Software Engineering
Software Module Clustering as a Multi-Objective Search Problem
IEEE Transactions on Software Engineering
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 multiobjective module-order model for software quality enhancement
IEEE Transactions on Evolutionary Computation
Multiobjective optimization of safety related systems: an application to short-term conflict alert
IEEE Transactions on Evolutionary Computation
Regression testing minimization, selection and prioritization: a survey
Software Testing, Verification & Reliability
Cooperative co-evolutionary optimization of software project staff assignments and job scheduling
SSBSE'11 Proceedings of the Third international conference on Search based software engineering
Search based software engineering: techniques, taxonomy, tutorial
Empirical Software Engineering and Verification
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
Evolving human competitive spectra-based fault localisation techniques
SSBSE'12 Proceedings of the 4th international conference on Search Based Software Engineering
Software engineering: an ideal set of challenges for evolutionary computation
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Pricing crowdsourcing-based software development tasks
Proceedings of the 2013 International Conference on Software Engineering
Search-based duplicate defect detection: an industrial experience
Proceedings of the 10th Working Conference on Mining Software Repositories
Proceedings of the 9th International Conference on Predictive Models in Software Engineering
Beyond data mining; towards "idea engineering"
Proceedings of the 9th International Conference on Predictive Models in Software Engineering
Cloud engineering is Search Based Software Engineering too
Journal of Systems and Software
Prediction of faults-slip-through in large software projects: an empirical evaluation
Software Quality Control
Hi-index | 0.00 |
Search Based Software Engineering (SBSE) is an approach to software engineering in which search based optimization algorithms are used to identify optimal or near optimal solutions and to yield insight. SBSE techniques can cater for multiple, possibly competing objectives and/ or constraints and applications where the potential solution space is large and complex. This paper will provide a brief overview of SBSE, explaining some of the ways in which it has already been applied to construction of predictive models. There is a mutually beneficial relationship between predictive models and SBSE. The paper sets out eleven open problem areas for Search Based Predictive Modeling and describes how predictive models also have role to play in improving SBSE.