Výsledky vyhledávání - Constrained multiobjective combinatorial optimization

A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems Autor Wang, Handing, Jin, Yaochu

“… In this paper, we address a class of expensive data-driven constrained multiobjective combinatorial optimization problems, where the objectives and constraints can be calculated only on the…”
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Evolutionary and Estimation of Distribution Algorithms for Unconstrained, Constrained, and Multiobjective Noisy Combinatorial Optimisation Problems Autor Rowe, Jonathan E

“…We present an empirical study of a range of evolutionary algorithms applied to various noisy combinatorial optimisation problems…”
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The Collaborative Local Search Based on Dynamic-Constrained Decomposition With Grids for Combinatorial Multiobjective Optimization Autor Cai, Xinye, Xia, Chao, Zhang, Qingfu, Mei, Zhiwei, Hu, Han, Wang, Lisong, Hu, Jun

“…)] transform a multiobjective optimization problem (MOP) into a number of single-objective optimization subproblems and solve them in a collaborative manner…”
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Multi-objective hybrid decomposition and local dominance based meter placement for distribution system state estimation Autor Chintala, Bhanu Prasad, Vinod Kumar, D.M

“… Therefore, the proposed method combined dominance and decomposition techniques, modelled meter placement as a constrained combinatorial multi-objective optimisation…”
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Data-Driven Optimization Based on Random Forest Surrogate Autor Zheng, Yuan, Fu, Xiaogang, Xuan, Yanwen

“… To solve these problems, Random Forests (RF) is used as surrogates to approximate the evaluation functions and constraint functions of constrained combinatorial optimization problems…”
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Multiobjective Multistate System Preventive Maintenance Model with Human Reliability Autor Huang, Chao-Hui, Wang, Chun-Ho, Chen, Guan-Liang

“…—a condition-based multiobjective MSS preventive maintenance model (MSSPMM). The study assumes that no more than one maintenance activity is performed to achieve the most appropriate preventive maintenance (PM…”
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ccDNCA: A Dual-Neighborhood Search-Based Dual-Population Coevolutionary Algorithm for Multi-UAV Task Allocation Problems With Complex Constraints Autor Chen, Xi, Zhao, Zipeng, Wan, Yu, Qi, Jingtao, Ruan, Yirun, Lu, Xin, Tang, Jun

“…), which can specifically solve the constrained multiobjective combinatorial optimization problems (cMCOPs) based on permutation encoding, including the MTAPCc…”
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Hierarchical parallel approach for GSM mobile network design Autor Talbi, El-Ghazali, Meunier, Hervé

“… In this paper, a new model of the problem in its full practical complexity, based on multiobjective constrained combinatorial optimization, has been used…”
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Pareto Multiobjective Optimization Technique for Reactive Power Planning Autor Krami, N., El-Sharkawi, M.A., Akherraz, M.

“…Reactive power planning is a constrained combinatorial multiobjective optimization problem…”
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Designing cellular networks using a parallel hybrid metaheuristic on the computational grid Autor Talbi, E.-G., Cahon, S., Melab, N.

“…Cellular network design is a major issue in mobile telecommunication systems. In this paper, a model of the problem in its full practical complexity, based on multiobjective constrained combinatorial optimization, has been investigated…”
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Probing the Pareto front of a large-scale multiobjective problem with a MIP solver Autor Kaliszewski, I., Miroforidis, J.

“…” haunts primarily combinatorial problems, but not only. The issue is even more acute in multiobjective optimization, where several Pareto optimal solutions have to be…”
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An Evolutionary Multiobjective Sleep-Scheduling Scheme for Differentiated Coverage in Wireless Sensor Networks Autor Sengupta, S., Das, S., Nasir, M., Vasilakos, A. V., Pedrycz, W.

“… This scheduling is modeled as a combinatorial, multiobjective, and constrained optimization problem with energy and noncoverage as the two objectives…”
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Knowledge-embedded constrained multiobjective evolutionary algorithm based on structural network control principles for personalized drug targets recognition in cancer Autor Qiao, Kangjia, Liang, Jing, Guo, Wei-Feng, Hu, Zhuo, Yu, Kunjie, Suganthan, P.N.

“…) is a kind of constrained multiobjective optimization (CMO) problem with NP-hard features, which makes traditional mathematical methods difficult to adopt…”
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Multiobjective variational quantum optimization for constrained problems: an application to cash handling Autor Díez-Valle, Pablo, Luis-Hita, Jorge, Hernández-Santana, Senaida, Martínez-García, Fernando, Díaz-Fernández, Álvaro, Andrés, Eva, José García-Ripoll, Juan, Sánchez-Martínez, Escolástico, Porras, Diego

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Application of NSGA-II Algorithm to Single-Objective Transmission Constrained Generation Expansion Planning Autor Murugan, P., Kannan, S., Baskar, S.

“…), a multiobjective algorithm to a constrained single objective optimization problem, the transmission constrained generation expansion planning (TC-GEP) problem…”
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Solving the musical orchestration problem using multiobjective constrained optimization with a genetic local search approach Autor Carpentier, Grégoire, Assayag, Gérard, Saint-James, Emmanuel

“… We suggest a generic and easily extendible formalization of orchestration as a constrained multiobjective search towards a target timbre, in which several perceptual dimensions are jointly optimized…”
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Research on A New Multiobjective Combinatorial Optimization Algorithm Autor Qin yong-fa, Zhao ming-yang

“… After modeling the constrained multiobjective combinatorial optimization problem, a new optimization algorithm is presented in detail…”
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A Survey of Multiobjective Evolutionary Algorithms Based on Decomposition Autor Trivedi, Anupam, Srinivasan, Dipti, Sanyal, Krishnendu, Ghosh, Abhiroop

“…Decomposition is a well-known strategy in traditional multiobjective optimization…”
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Handling constraints in the HP model for protein structure prediction by multiobjective optimization Autor Garza-Fabre, Mario, Toscano-Pulido, Gregorio, Rodriguez-Tello, Eduardo

“… This paper inquires into the constraint-handling design issue of metaheuristics, which is crucial when dealing with such a challenging and highly constrained combinatorial optimization problem…”
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Multiobjective optimization of an industrial grinding operation under uncertainty Autor Mitra, Kishalay

“…Multiobjective optimization of an industrial grinding operation under various parameter uncertainties is carried out in this…”
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