Výsledky vyhledávání - "Programming Models"

Irregular packing problems: A review of mathematical models Autor Leao, Aline A.S., Toledo, Franklina M.B., Oliveira, José Fernando, Carravilla, Maria Antónia, Alvarez-Valdés, Ramón

“…•We review and categorize mathematical models for nesting problems.•Linear, non-linear, integer, and constraint programming models are described.•Geometric…”
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Corrigendum to “A New Formulation and a Branch-and-Cut Algorithm for the Set Orienteering Problem” [European Journal of Operational Research, Volume 314, Issue 2, 16 April 2024, Pages 446-465] Autor Archetti, C., Carrabs, F., Cerulli, R., Laureana, F.

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A random forest guided tour Autor Biau, Gérard, Scornet, Erwan

“…The random forest algorithm, proposed by L. Breiman in 2001, has been extremely successful as a general-purpose classification and regression method. The…”
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POPMUSIC for the travelling salesman problem Autor Taillard, Éric D., Helsgaun, Keld

“…•Proposes a low-complexity constructive method for general and large TSP instances.•Proposes a low-complexity improvement method for general TSP…”
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Optimal Estimation of the Number of Network Communities Autor Jin, Jiashun, Ke, Zheng Tracy, Luo, Shengming, Wang, Minzhe

“…In network analysis, how to estimate the number of communities K is a fundamental problem. We consider a broad setting where we allow severe degree…”
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Random Forests for Spatially Dependent Data Autor Saha, Arkajyoti, Basu, Sumanta, Datta, Abhirup

“…Spatial linear mixed-models, consisting of a linear covariate effect and a Gaussian process (GP) distributed spatial random effect, are widely used for…”
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Performance indicators in multiobjective optimization Autor Audet, Charles, Bigeon, Jean, Cartier, Dominique, Le Digabel, Sébastien, Salomon, Ludovic

“…•Summarizes elements of Pareto front approximations developed over the last 20 years.•63 performance indicators to measure the quality of Pareto front…”
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Kokkos 3: Programming Model Extensions for the Exascale Era Autor Trott, Christian, Lebrun-Grandie, Damien, Arndt, Daniel, Ciesko, Jan, Dang, Vinh, Ellingwood, Nathan, Gayatri, Rahulkumar, Harvey, Evan, Hollman, Daisy S, Ibanez, Daniel Alejandro, Liber, Nevin, Madsen, Jonathan, Miles, Jeff Scott, Poliakoff, David Zoeller, Powell, Amy Jo, Rajamanickam, Sivasankaran, Simberg, Mikael, Sunderland, Dan, Turcksin, Bruno, Wilke, Jeremiah

“…As the push towards exascale hardware has increased the diversity of system architectures, performance portability has become a critical aspect for scientific…”
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Measuring Time Preferences Autor Cohen, Jonathan, Ericson, Keith Marzilli, Laibson, David, White, John Myles

“…We review research that measures time preferences-i.e., preferences over intertemporal tradeoffs. We distinguish between studies using financial flows, which…”
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Sparse Sliced Inverse Regression via Lasso Autor Lin, Qian, Zhao, Zhigen, Liu, Jun S.

“…For multiple index models, it has recently been shown that the sliced inverse regression (SIR) is consistent for estimating the sufficient dimension reduction…”
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New ϵ−constraint methods for multi-objective integer linear programming: A Pareto front representation approach Autor Mesquita-Cunha, Mariana, Figueira, José Rui, Barbosa-Póvoa, Ana Paula

“…•Three algorithms to generate Pareto front representations are developed.•The algorithms are based on the epsilon-constraint method.•Diverse multi-objective…”
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Optimization problems for machine learning: A survey Autor Gambella, Claudio, Ghaddar, Bissan, Naoum-Sawaya, Joe

“…•Machine learning approaches are presented as optimization formulations.•Supervised and unsupervised learning approaches are surveyed.•Emerging applications in…”
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The generalized minimum spanning tree problem: An overview of formulations, solution procedures and latest advances Autor Pop, Petrică C.

“…•We focus on the generalized minimum spanning tree problem.•Some of the main known results relative to this problem are surveyed.•The paper is structured…”
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Quantum Bridge Analytics I: a tutorial on formulating and using QUBO models Autor Glover, Fred, Kochenberger, Gary, Du, Yu

“…Quantum Bridge Analytics relates generally to methods and systems for hybrid classical-quantum computing, and more particularly is devoted to developing tools…”
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A survey of adjustable robust optimization Autor Yanıkoğlu, İhsan, Gorissen, Bram L., den Hertog, Dick

“…•Surveys the literature on applications of adjustable robust optimization.•Surveys theoretical and methodological aspects of adjustable robust…”
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Combinatorial multi-criteria acceptability analysis: A decision analysis and consensus-building approach for cooperative groups Autor Goers, Jana, Horton, Graham

“…•Acceptability analysis can be adapted for use by cooperative, rational groups to achieve more detailed analytical insights.•Judgements and preferences are…”
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Covariate-Adjusted Tensor Classification in High Dimensions Autor Pan, Yuqing, Mai, Qing, Zhang, Xin

“…In contemporary scientific research, it is often of great interest to predict a categorical response based on a high-dimensional tensor (i.e.,…”
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Adaptive large neighborhood decomposition search algorithm for multi-allocation hub location routing problem Autor Wu, Yuehui, Qureshi, Ali Gul, Yamada, Tadashi

“…•We model a new variant of multi-allocation hub location routing problem.•An adaptive large neighborhood algorithm is introduced to solve the problem.•The…”
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Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art Autor Karimi-Mamaghan, Maryam, Mohammadi, Mehrdad, Meyer, Patrick, Karimi-Mamaghan, Amir Mohammad, Talbi, El-Ghazali

“…•A comprehensive review on the integration of machine learning into meta-heuristics.•A unified taxonomy to provide a common terminology and…”
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A systematic review of multi-objective hybrid flow shop scheduling Autor Neufeld, Janis S., Schulz, Sven, Buscher, Udo

“…•Systematic overview of multi-criteria hybrid flow shop scheduling.•Discussion of state-of-the-art solution approaches in multi-objective optimization.•Listing…”
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