Search Results - "heuristic algorithm"
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Heuristic algorithms for routing problems.
Published 2001Subjects: “…heuristic algorithms…”
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A heuristic algorithm based on multiassignment procedures for nurse scheduling
Published 2014“…This paper presents a new deterministic heuristic algorithm, called MAPA (multi-assignment problem-based algorithm), which is based on successive resolutions of the assignment problem. …”
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A heuristic algorithm for nurse scheduling with balanced preference satisfaction
Published 2011“…This paper tackles the nurse scheduling problem with balanced preference satisfaction which consists of generating an assignment of shifts to nurses over a given time horizon and ensuring that the satisfaction of nurses personal preferences for shifts is as even as possible in order to ensure fairness. We propose a heuristic algorithm based on successive resolutions of the bottleneck assignment problem. …”
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A heuristic algorithm for optimal fleet composition with vehicle routing considerations
Published 2015“…This paper proposes a fast heuristic algorithm for solving a combined optimal fleet composition and multi-period vehicle routing problem. …”
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Enhancing generality of meta-heuristic algorithms through adaptive selection and hybridization
Published 2018“…A growing trend in utilizing meta-heuristic algorithms to solve these problems has been observed as they have shown considerable success in dealing with tradeoffs between conflicting design goals. …”
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Tolerable Constructive Graph-Based Hyper-Heuristic Algorithm For Examination Timetabling
Published 2009“…The main cause for the local optimal problem is that heuristic algorithms either focus on exploration (global improvement) rather than exploitation (local improvement) or vice versa.…”
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Locust- inspired meta-heuristic algorithm for optimising cloud computing performance
Published 2023Subjects: “…Heuristic algorithms…”
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Designing an optimal stope layout for underground mining based on a heuristic algorithm
Published 2015“…This article shares a new and efficient heuristic algorithm that considers a three-dimensional ore body model as an input, maximizes the economic value, and satisfies the physical mining and geotechnical constraints for generating an optimal stope layout. …”
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Recent advances in meta-heuristic algorithms for training multilayer perceptron neural networks
Published 2025“…However, conventional training techniques such as Gradient Descent (GD) and Backpropagation (BP) often suffer from early convergence, dependence on initial parameters, and susceptibility to local optima, limiting their efficiency in complex, high-dimensional problems. Meta-heuristic algorithms (MHAs) offer a promising alternative as practical approaches for training ANNs, providing global search capabilities, robustness, and improved computational efficiency. …”
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A heuristic approach to optimal design of an underground mine stope layout
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A Market-Based Heuristic Algorithm for the Expansion Planning of the High Voltage Transmission Systems
Published 2008“…This paper presents a novel forward heuristic algorithm to select the most effective expansion options based on a set of market-based and reliability-based sensitivity indices. …”
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Comparison of meta-heuristic algorithms for fuzzy modelling of covid-19 illness’ severity classification
Published 2022“…The performance of the five meta-heuristic algorithms was evaluated using the COVID-19 symptoms dataset. …”
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