Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Multicriterion Optimisation in Engineering
Multicriterion Optimisation in Engineering
Evolutionary and Adaptive Computing in Engineering Design: The Integration of Adaptive Search Exploration and Optimization with Engineering Design Pro
An Evolutionary, Agent-Assisted Strategy for Conceptual Design Space Decomposition
Selected Papers from AISB Workshop on Evolutionary Computing
Evolutionary approaches to the design and organization of manufacturing systems
Computers and Industrial Engineering
Initial Modifications to XCS for Use in Interactive Evolutionary Design
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Computer aided conceptual design: a review
Civil and structural engineering computing: 2001
Evolutionary computation in civil engineering: research frontiers
Civil and structural engineering computing: 2001
Agent-based support within an interactive evolutionary design system
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Improving problem definition through interactive evolutionary computation
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Thinking about computer systems to support design synthesis
Communications of the ACM - Supporting exploratory search
Soft computing in engineering design - A review
Advanced Engineering Informatics
International Journal of Computer Applications in Technology
Evolutionary design search, exploration and optimisation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Constrained evolutionary art: interactive flag design
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Optimizing the number of airfoils in turbine design using genetic algorithms
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
An internet-scale idea generation system
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special section on internet-scale human problem solving and regular papers
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The paper discusses the requirements of the engineering designer during the higher, conceptual levels of the design process in terms of search within initial predefined design spaces and subsequent exploration of transformed design spaces. Such transformation is based upon information gathered from initial search using evolutionary techniques that rapidly identify high-performance regions of complex design spaces. It is proposed that off-line processing of such information and associated design team discussion in an iterative designer/evolutionary search procedure can strengthen the knowledge base relating to the problem at hand and initiate significant change in the design environment. Research relating to appropriate evolutionary search and exploratory procedures is described and illustrated with results from simple test functions and real-world design problems. These results support discussion related to the manner in which the techniques may best support innovative and creative design activity in an interactive design team/evolutionary search environment.