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05/10/2021
Designing Air Flow with Surrogate-assisted Phenotypic Niching
In complex, expensive optimization domains we often narrowly focus on fi...
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05/10/2021
An Analysis of Phenotypic Diversity in Multi-Solution Optimization
More and more, optimization methods are used to find diverse solution se...
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05/10/2021
Expressivity of Parameterized and Data-driven Representations in Quality Diversity Search
We consider multi-solution optimization and generative models for the ge...
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07/16/2019
Prediction of neural network performance by phenotypic modeling
Surrogate models are used to reduce the burden of expensive-to-evaluate ...
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07/16/2019
Modeling User Selection in Quality Diversity
The initial phase in real world engineering optimization and design is a...
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07/25/2018
Prototype Discovery using Quality-Diversity
An iterative computer-aided ideation procedure is introduced, building o...
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03/29/2017
Hierarchical Surrogate Modeling for Illumination Algorithms
Evolutionary illumination is a recent technique that allows producing ma...
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03/21/2017
Evolving Parsimonious Networks by Mixing Activation Functions
Neuroevolution methods evolve the weights of a neural network, and in so...
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06/03/2016