TANGO: A framework and system for algorithm animation
TANGO: A framework and system for algorithm animation
A framework for describing and implementing software visualization systems
Proceedings of the conference on Graphics interface '92
Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Evolutionary computation for discovery
Communications of the ACM
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Dynamic Queries for Visual Information Seeking
IEEE Software
PROVIDE: A Process Visualization and Debugging Environment
IEEE Transactions on Software Engineering
Through the Labyrinth Evolution Finds a Way: A Silicon Ridge
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms
Proceedings of the 6th International Conference on Genetic Algorithms
Steps toward better debugging tools for LISP
LFP '84 Proceedings of the 1984 ACM Symposium on LISP and functional programming
A system for algorithm animation
SIGGRAPH '84 Proceedings of the 11th annual conference on Computer graphics and interactive techniques
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Data mining of genetic programming run logs
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Visual analysis of population scatterplots
EA'11 Proceedings of the 10th international conference on Artificial Evolution
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Visualization is an interdisciplinary area drawing on work done in a variety of areas, such as graphic design, cinematography, typography, animation, and human computer interaction. During the last few years there has been an increasing trend within the evolutionary computation community to apply visualization techniques to facilitate people's understanding and use of evolutionary algorithms. This chapter is intended to provide an introductory review of the existing work done on visualizing evolutionary computation and identify some of the key directions for future research.