Výsledky vyhľadávania - Computational optimization algorithms

Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making Autor Han, Biao, Shang, Chao, Huang, Dexian

“…•A novel data-driven approach is proposed for robust optimization.•Multiple kernel learning is adopted to learn a polytopic uncertainty set from data…”
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MDTri: robust and efficient global mixed integer search of spaces of multiple ternary alloys: A DIRECT-inspired optimization algorithm for experimentally accessible computational material design Autor Graf, Peter A., Billups, Stephen

“…Computational materials design has suffered from a lack of algorithms formulated in terms of experimentally accessible variables…”
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An intelligence technique for route distance minimization to store and marketize the crop using computational optimization algorithms Autor Banerjee, Saikat, Mondal, Abhoy Chand

“… Computational intelligence algorithms focus on computer techniques that enable machines to improve their performance by analyzing data without explicit programming…”
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Seismic resilient three-stage enhancement for gas distribution network using computational optimization algorithms Autor Zong, Chengcai, Ji, Kun, Wen, Ruizhi, Bi, Xirong, Ren, Yefei, Zhang, Xiaorui

“…A computer-simulation-based three-stage optimization strategy is proposed for the resilience enhancement of urban gas distribution networks (GDNs). In stage…”
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ST-AL: a hybridized search based metaheuristic computational algorithm towards optimization of high dimensional industrial datasets: ST-AL: a hybridized search based metaheuristic computational algorithm towards Autor Mostafa, Reham R., El-Attar, Noha E., Sabbeh, Sahar F., Vidyarthi, Ankit, Hashim, Fatma A.

“… Recently, several meta-heuristic optimization algorithms have been utilized to evolve feature selection techniques for dealing with the vast dimensionality problem…”
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Hybrid Approach of Finite Element Method, Kigring Metamodel, and Multiobjective Genetic Algorithm for Computational Optimization of a Flexure Elbow Joint for Upper-Limb Assistive Device Autor Dang, Van Anh, Chau, Ngoc Le, Dao, Thanh-Phong, Nguyen, Duc Nam

“… Hence, this paper develops a new hybrid approach for multiobjective optimization design of a flexure elbow joint…”
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Data-driven stochastic robust optimization: General computational framework and algorithm leveraging machine learning for optimization under uncertainty in the big data era Autor Ning, Chao, You, Fengqi

“…•Machine learning based uncertainty model is developed.•A data-driven optimization under uncertainty framework is proposed…”
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Adaptive robust optimization with minimax regret criterion: Multiobjective optimization framework and computational algorithm for planning and scheduling under uncertainty Autor Ning, Chao, You, Fengqi

“…•Solution algorithms for bi-criterion multilevel mixed-integer programming problem.•Innovative applications on planning and scheduling under uncertainty…”
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Data‐driven adaptive nested robust optimization: General modeling framework and efficient computational algorithm for decision making under uncertainty Autor Ning, Chao, You, Fengqi

“…A novel data‐driven adaptive robust optimization framework that leverages big data in process industries is proposed…”
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Influence of Optimization Algorithms and Computational Complexity on Concrete Compressive Strength Prediction Machine Learning Models for Concrete Mix Design Autor Ziolkowski, Patryk

“… optimization algorithms. The study evaluates the effectiveness…”
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ST-AL: a hybridized search based metaheuristic computational algorithm towards optimization of high dimensional industrial datasets Autor Mostafa, Reham R., El-Attar, Noha E., Sabbeh, Sahar F., Vidyarthi, Ankit, Hashim, Fatma A.

“… Recently, several meta-heuristic optimization algorithms have been utilized to evolve feature selection techniques for dealing with the vast dimensionality problem…”
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A Solution Method for the Academic Project Planning Problem Using Computational Optimization Algorithms Autor Dudukalov, Egor V., Zolochevskaya, Elena Yu, Zubanova, SvetlanaG, Kharlamov, OlegS, Skripleva, ElenaV, Aleshko, RomanA

“… In order to solve this mathematical model, new optimization tools have been used. Accordingly, a new meta-heuristic algorithm has been developed to develop an imperialist competition algorithm…”
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Computational Optimization Algorithms for Antennas and RF/Microwave Circuit Designs: An Overview Autor Yeung, Sai Ho, Chan, Wing Shing, Ng, Kai Tat, Man, Kim Fung

“…This paper provides an overview of optimization algorithms for antennas and radio frequency (RF…”
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Optimization Algorithms for Computational Systems Biology Autor Reali, Federico, Priami, Corrado, Marchetti, Luca

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Modeling tumor heterogeneity and predicting effective combined therapies through computational optimization algorithms Autor Azuaje, Francisco J

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Enhancing Kendall’s W using genetic algorithm: A computational approach to inter-rater reliability optimization Autor Shbikat, Nizar, Bwaliez, Omar M.

“…This paper presents a computational approach to enhancing Kendall’s coefficient of concordance (Kendall’s W…”
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An extensive review of computational intelligence-based optimization algorithms: trends and applications Autor Goel, Lavika

“… Nature-inspired computational algorithms being heuristic algorithms are robust and have optimization capability to solve obscure and substantiated problems…”
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Sports inspired computational intelligence algorithms for global optimization Autor Alatas, Bilal

“… Hence, computational intelligence optimization algorithms have been proposed and used to find well-enough solutions at a reasonable computation time when the classical algorithms are not applicable…”
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A computational algorithm based on biogeography‐based optimization method for computing power system security constrains with multi FACTS devices Autor Kumar, M. Manoj, Alli Rani, A., Sundaravazhuthi, V.

“…A major role is played by the analysis of power system security in heightening system security and in system collapse condition avoidance. This article…”
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High-efficiency Axial Flow Fan Design by Combining Through-flow Modeling, Optimization Algorithm and Computational Fluid Dynamics Simulation Autor Lee, C., Kim, S. W., Byun, H. T., Yang, S. H.

“…) method for the spanwise design of blade angles, the through-flow analysis method incorporating three-dimensional flow effects for performance prediction of the designed fan, and an optimization…”
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