QAPLIB – A Quadratic Assignment ProblemLibrary
Journal of Global Optimization
A comprehensive survey of fitness approximation in evolutionary computation
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Fitness functions in evolutionary robotics: A survey and analysis
Robotics and Autonomous Systems
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
IEEE Transactions on Evolutionary Computation
Framework for many-objective test problems with both simple and complicated pareto-set shapes
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Abandoning objectives: Evolution through the search for novelty alone
Evolutionary Computation
Exploratory landscape analysis
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Global characterization of the CEC 2005 fitness landscapes using fitness-distance analysis
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Review: Measuring instance difficulty for combinatorial optimization problems
Computers and Operations Research
Defining locality as a problem difficulty measure in genetic programming
Genetic Programming and Evolvable Machines
A methodology to find the elementary landscape decomposition of combinatorial optimization problems
Evolutionary Computation
Dynamic combinatorial optimisation problems: an analysis of the subset sum problem
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on Evolutionary Optimization and Learning
Comprehensive and automatic fitness landscape analysis using heuristiclab
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
EvoCOP'12 Proceedings of the 12th European conference on Evolutionary Computation in Combinatorial Optimization
Algorithm selection based on exploratory landscape analysis and cost-sensitive learning
Proceedings of the 14th annual conference on Genetic and evolutionary computation
The lay of the land: a brief survey of problem understanding
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Local optima networks, landscape autocorrelation and heuristic search performance
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
A meta-learning prediction model of algorithm performance for continuous optimization problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Length scale for characterising continuous optimization problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Automatic algorithm selection for the quadratic assignment problem using fitness landscape analysis
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
A survey of techniques for characterising fitness landscapes and some possible ways forward
Information Sciences: an International Journal
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This paper provides an updated survey of new literature in, and related to, the field of problem understanding which has been published or made available since January 2012. The bibliographic information from the survey is available online at http://bit.ly/ZWoY3X. The survey covers work on the topics of: Benchmark Problems; Problem Decomposition & Multiobjectivisation; Landscape Analysis; Problem Difficulty; and Algorithm Selection & Performance Prediction. In addition, special attention is drawn to three recently published and excellent topic specific surveys. A side note is also made regarding the parallels between problem understanding, and specifically landscape analysis and the work of fitness landscape analysis in theoretical, conventional and evolutionary biology.