Results 31 to 40 of about 5,005,250 (153)
On the reduced-set pareto-lipschitzian optimization
Computational Science and Techniques, 2013 A well-known example of global optimization that provides solutions within fixed error limits is optimization of functions with a known Lipschitz constant. In many real-life problems this constant is unknown. To address that a method called Pareto-Lipschitzian Optimization (PLO) was described that provides solutions within fixed error limits for ...
Mockus, Jonas, Paulavičius, Remigijus
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Multi-objective new product development by complete Pareto front and ripple-spreading algorithm [PDF]
, 2014 Given several different new product development projects and limited resources, this paper is concerned with the optimal allocation of resources among the projects.
Hu, Xiao-Bing +4 more
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Pareto Set Identification With Posterior Sampling
CoRRThe problem of identifying the best answer among a collection of items having real-valued distribution is well-understood. Despite its practical relevance for many applications, fewer works have studied its extension when multiple and potentially conflicting metrics are available to assess an item's quality.
Kone, Cyrille +2 more
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Pareto dominance-based MOEAs on problems with difficult pareto set topologies
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018 Despite the extensive application of multi-objective evolutionary algorithms (MOEAs) to solve multi-objective optimization problems (MOPs), understanding their working principles is still open to research. One of the most popular and successful MOEA approaches is based on Pareto dominance and its relaxed version, Pareto epsilon-dominance. However, such
Marca, Yuri +6 more
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Multivariable controller design using pareto front [PDF]
, 2011 A multivariable thermal system with two inputs and two outputs is investigated. Its inputs are a pair of heaters controlled by a computer while its outputs are temperatures measured by two sensors.
Ho, Ka Wing
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The computational complexity of rationalizing Pareto optimal choice behavior. [PDF]
We consider a setting where a coalition of individuals chooses one or several alternatives from each set in a collection of choice sets. We examine the computational complexity of Pareto rationalizability.
Demuynck, Thomas
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Adaptive Algorithms for Relaxed Pareto Set Identification
Advances in Neural Information Processing Systems 36, 2023 In this paper we revisit the fixed-confidence identification of the Pareto optimal set in a multi-objective multi-armed bandit model. As the sample complexity to identify the exact Pareto set can be very large, a relaxation allowing to output some additional near-optimal arms has been studied.
Kone, Cyrille +2 more
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Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2017 10 pages, accepted at GECCO'17 as a poster paper (2 pages)
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Evolved GANs for generating pareto set approximations
Proceedings of the Genetic and Evolutionary Computation Conference, 2018 Basque Government: IT-609-13, Spanish Ministry of Economy, Industry and Competitiveness: TIN2016-78365-R, University of the Basque Country: PIF16 ...
Unai Garciarena +2 more
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