Artificial evolution for computer graphics
Proceedings of the 18th annual conference on Computer graphics and interactive techniques
The Visual Computer: International Journal of Computer Graphics
An empirical study of algorithms for point-feature label placement
ACM Transactions on Graphics (TOG)
An interactive constraint-based system for drawing graphs
Proceedings of the 10th annual ACM symposium on User interface software and technology
TRIPs: an integrated intelligent problem-solving assistant
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A survey of computational steering environments
Future Generation Computer Systems - Special issue on scientific visualization
Automating planning and scheduling of shuttle payload operations
Artificial Intelligence - Special issue on applications of artificial intelligence
Juno, a constraint-based graphics system
SIGGRAPH '85 Proceedings of the 12th annual conference on Computer graphics and interactive techniques
Investigating human-computer optimization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Tabu Search
Evolutionary Art and Computers
Evolutionary Art and Computers
A complete and effective move set for simplified protein folding
RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
Voice Conversion Using Interactive Evolution Of Prosodic Control
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
User Hints for Directed Graph Drawing
GD '01 Revised Papers from the 9th International Symposium on Graph Drawing
Eighteenth national conference on Artificial intelligence
New heuristic and interactive approaches to 2D rectangular strip packing
Journal of Experimental Algorithmics (JEA)
Viz: a visual analysis suite for explaining local search behavior
UIST '06 Proceedings of the 19th annual ACM symposium on User interface software and technology
The HuGS platform: a toolkit for interactive optimization
Proceedings of the Working Conference on Advanced Visual Interfaces
Human-guided enhancement of a stochastic local search: visualization and adjustment of 3D pheromone
SLS'07 Proceedings of the 2007 international conference on Engineering stochastic local search algorithms: designing, implementing and analyzing effective heuristics
Combining Forces to Reconstruct Strip Shredded Text Documents
HM '08 Proceedings of the 5th International Workshop on Hybrid Metaheuristics
An introduction to human-guided search
XRDS: Crossroads, The ACM Magazine for Students - Comp-YOU-Ter
Bio-inspired combinatorial optimization: notes on reactive and proactive interaction
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
| Hi-index | 0.00 |
We present a survey of techniques and results from the Human-Guided Search (HuGS) project, an effort to investigate interactive optimization. HuGS provides simple and general visual metaphors relating to local search operations that allow users to guide the exploration of the search space. These metaphors apply to a wide variety of problems and combinatorial optimization algorithms, which we demonstrate by describing the HuGS toolkit and as well as eight diverse applications we developed using it. User experiments show that human guidance can improve the performance of powerful heuristic search algorithms. HuGS is also a valuable development environment for understanding and improving optimization algorithms. Although HuGS was designed for human-computer interaction, for two different problems we have used the HuGS code base to develop completely automatic heuristic algorithms that produced at the time new best automatic results on benchmark problem instances.