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Case study on the secondary support time and optimization of combined support for a roadway under high in-situ stress
Roadway support can effectively improve the stability of roadway excavation and ensure the safety of underground mining. This study investigates the...
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Robust contact-constrained topology optimization considering uncertainty at the contact support
In this paper, the general framework for contact-constrained topology optimization of Strömberg and Klarbring (
2010 ) is extended to robust topology...
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Reliability-based design optimization of offshore wind turbine support structures using RBF surrogate model
An efficient reliability-based design optimization method for the support structures of monopile offshore wind turbines is proposed herein. First,...
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New Calculation Software for Analytic Support Structure Optimization in Metal Additive Manufacturing
Powder based additive manufacturing systems often require support structures for overhanging geometries and thermal dissipation. On the one hand, the...
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Development of the Toolkit to Support Evolutionary and Swarm Computing for Solving Multidimensional Optimization Problems
AbstractThe paper is devoted to the development of a software system to support population based methods for solving complex high-dimensional...
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A transient thermoelastic mathematical model for topology optimization of support structures in additive manufacturing
This study presents a Topology Optimization (TO) methodology for determining the optimal distribution of support structures in the powder bed fusion...
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Research on support vector machine optimization based on improved quantum genetic algorithm
Support vector machine (SVM) is one of the classical machine learning algorithms. It is widely used and researched for its generalizability and low...
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Design and optimization of a body weight support system for lower-limb rehabilitation robots considering vibration characteristics
The structural characteristics of a Body Weight Support System (BWSS) significantly influence the rehabilitation effect and control system of a...
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A novel hybrid support vector machine with firebug swarm optimization
In the light of the Industry 4.0 revolution, we find ourselves contending with datasets characterized by a multitude of features, thereby introducing...
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A bio-inspired fall webworm optimization algorithm for feature selection and support vector machine optimization for retinal abnormalities detection
The early detection of retinal abnormalities such as diabetic retinopathy (DR) can be performed using the computerized analysis of retinal fundus...
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An Optimization-Based Decision Support System for Multi-trip Vehicle Routing Problems
Decision support systems (DSS) are used daily to make complex and hard decisions. Develo** a DSS is not an easy task and may require combining...
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Optimization of anchorage support parameters for soft rock tunnel based on displacement control theory
In the construction of a soft rock tunnel, it is critical to accurately estimate the pre-stressed anchor support parameters for surrounding rock...
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Analog circuit diagnosis based on support vector machine with parameter optimization by improved NKCGWO
Support vector machine (SVM) is a widely used machine learning method in analog circuit fault diagnosis. However, SVM parameters such as kernel...
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Copper Price Forecasting Based on Improved Least Squares Support Vector Machine with Butterfly Optimization Algorithm
Copper prices are commonly used as indicators of economic development due to the increased operational risks of copper trading companies caused by...
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Simultaneous optimization of part and support for heat dissipation in additive manufacturing
The paper presents a formulation for simultaneous optimization of part and support in additive manufacturing. A pseudo heat conduction problem is...
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Swarm-based support vector machine optimization for protein sequence-encoded prediction
Protein is considered the important macronutrient for most of the biochemical activities of all living organisms. Many healthcare applications...
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Support Structure Topology Optimization
Studies preliminary to the thesis revealed that the results strongly resemble tree structures. The design rules of those trees are determined by...
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Topology optimization of support structures in metal additive manufacturing with elastoplastic inherent strain modeling
This paper presents a topology optimization algorithm to deal with elastoplastic and layer-by-layer simulation for the additive manufacturing...
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Flutter instability boundary determination of composite wings using adaptive support vector machines and optimization
Recently, machine learning tools have been vastly used in different engineering problems. This paper determines the composite wing aeroelastic...
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A novel hybrid PSO- and GS-based hyperparameter optimization algorithm for support vector regression
Hyperparameter optimization is vital in improving the prediction accuracy of support vector regression (SVR), as in all machine learning algorithms....
