Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Correlation analysis of the synchronizing-CA landscape
Proceedings of the 16th annual international conference of the Center for Nonlinear Studies on Landscape paradigms in physics and biology : concepts, structures and dynamics: concepts, structures and dynamics
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Time Series Analysis, Forecasting and Control
Time Series Analysis, Forecasting and Control
Principles in the Evolutionary Design of Digital Circuits—Part I
Genetic Programming and Evolvable Machines
Principles in the Evolutionary Design of Digital Circuits—Part II
Genetic Programming and Evolvable Machines
Accelerated Genetic Programming of Polynomials
Genetic Programming and Evolvable Machines
Fitness landscapes and evolvability
Evolutionary Computation
Neutral Networks and Evolvability with Complex Genotype-Phenotype Mapping
ECAL '01 Proceedings of the 6th European Conference on Advances in Artificial Life
Adaptive Reservoir Genetic Algorithm with On-Line Decision Making
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Smoothness, ruggedness and neutrality of fitness landscapes: from theory to application
Advances in evolutionary computing
Metaheuristics in combinatorial optimization: Overview and conceptual comparison
ACM Computing Surveys (CSUR)
Phase transition in a random NK landscape model
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Information Characteristics and the Structure of Landscapes
Evolutionary Computation
Analysis of the difficulty of learning goal-scoring behaviour for robot soccer
Proceedings of the 8th annual conference on Genetic and evolutionary computation
How autonomy oriented computing (AOC) tackles a computationally hard optimization problem
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Simulated annealing applied to test generation: landscape characterization and stopping criteria
Empirical Software Engineering
Fitness landscape of the cellular automata majority problem: View from the "Olympus"
Theoretical Computer Science
Evolutionary benefits of evolvable component integration
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Algebraic theory of recombination spaces
Evolutionary Computation
Phase transition in a random NK landscape model
Artificial Intelligence
Analyzing the landscape of a graph based hyper-heuristic for timetabling problems
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An analysis of phase transition in NK landscapes
Journal of Artificial Intelligence Research
A prime step in the time series forecasting with hybrid methods: the function choice
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Uniform crossover revisited: maximum disruption in real-coded GAs
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Using landscape theory to measure learning difficulty for adaptive agents
Adaptive agents and multi-agent systems
A fine-grained view of GP locality with binary decision diagrams as ant phenotypes
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Hill climbing algorithms and Trivium
SAC'10 Proceedings of the 17th international conference on Selected areas in cryptography
Self-organized combinatorial optimization
Expert Systems with Applications: An International Journal
Abandoning objectives: Evolution through the search for novelty alone
Evolutionary Computation
Estimating classifier performance with genetic programming
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Evolutionary optimization in spatio-temporal fitness landscapes
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Toward understanding the optimization of complex systems
Artificial Intelligence Review
A survey of techniques for characterising fitness landscapes and some possible ways forward
Information Sciences: an International Journal
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This paper introduces a statistical fitness landscape analysis, based on Weinberger's random walk method and on a time series analysis known as the Box-Jenkins approach, to measure and express the correlation structure of fitness landscapes. The analysis has some additions to and advantages over previous methods for measuring this structure. The analysis is demonstrated on fitness landscapes constructed with Kauffman's NK-model, using two operators (point mutation and a form of crossover) and a combination of the two. Furthermore, the predictive value of the method is shown.