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research-article
Semantic Cluster Operator for Symbolic Regression and Its Applications
HIGHLIGHTS

  • A novel symbolic regression algorithm for automatic derivation of empirical models.

ABSTRACT

In this paper, a novel operator, semantic cluster operator, was developed to overcome the low convergence performance of genetic programming in symbolic regression. The main strategy for steep convergence was to narrow search space and ...

review-article
Application of blockchain methodology in secure task scheduling in cloud environment
Highlights

  • Cloud services are greatly adapted to diverse problems of real-world computing.

Abstract

Cloud services are greatly adapted to diverse problems of real-world computing. The users access various cloud services to perform variety of tasks. Such tasks are handled through the services provided by different service providers. ...

research-article
Analysis on quality of learning in e-Learning platforms
Highlights

  • The highlights of the article are given below for your kind perusal. Kindly, consider and forward my article for further processes.

Abstract

This paper plans to introduce a model that concerns e-Learning quality management systems under two phases: (i) Questionnaire preparation and (ii) Predicting the impact of e-Learning quality. To analyze the quality of learning in an e-...

research-article
The novel combination lock algorithm for improving the performance of metaheuristic optimizers
Highlights

  • A novel method to improve the performance of population-based optimizers.
  • The ...

Abstract

Nature-inspired population-based metaheuristics are promising search methods for solving optimization problems. In this paper, a novel systematic pre-processing approach, called the combination lock algorithm, for obtaining a good ...

research-article
Predicting Hepatitis B to be acute or chronic in an infected person using machine learning algorithm
Highlights

  • Hepatitis B is a viral infection which causes liver damage.
  • In this paper it is ...

Abstract

Hepatitis B is a viral infection which causes liver damage. It can lead to death. This hepatitis B along with Hepatitis C can cause hepatocellular carcinoma and liver cirrhosis. In this paper it is discussed about Hepatitis B found ...

research-article
Analysis of the thermal behavior of rubber concrete at elevated temperatures based on the humidity levels: Numerical and mathematical modeling
Highlights

  • Analysis of the thermal behavior of rubber concrete.
  • Development of numerical ...

Abstract

Reusing recycled tires in concrete instead of natural aggregates minimizes both the consumption of natural resources and the pollution that results from the disposal of used tires into the environment. However, there is a great need to ...

research-article
Automate extraction of braille text to speech from an image
Highlights

  • Our project falls under the domain of Natural Language Processing and Machine Learning. With the advent of digitization, it became necessary to preserve data ...

Abstract

Our project falls under the domain of Natural Language Processing and Machine Learning. With the advent of digitization, it became necessary to preserve data produced by humans. Voice and text are how we communicate. Visual impairment ...

research-article
An optimized hyper parameter-based CNN approach for predicting medicinal or non- medicinal leaves
Highlights

  • Medicinal leaves and non-medicinal leaves of about 2500 images were considered to detect rare species of medicinal leaves effectively.

Abstract

Medicinal leaves and Non-Medicinal leaves of about 2500 images were considered to detect rare species of Medicinal leaves effectively. The primary focus is to extract features by applying the Gabor filter and other feature extraction ...

research-article
Modelling air standard thermodynamic cycles using python
Highlights

  • Air standard cycles are modelled.
  • In-depth algorithm has been presented for ...

Abstract

In this research article, an attempt has been made to model gas power cycles (Carnot, Otto, Diesel, Dual, Atkinson, Lenoir, Stirling, and Ericsson). The thermodynamic modelling of the processes has been done in the python. A detailed ...

research-article
CALRECOD — A software for Computed Aided Learning of REinforced COncrete structural Design
Abstract

It is presented the development and implementation of a new computed aided learning MatLab Toolbox for the design of reinforced concrete structures named as CALRECOD for their abbreviation Computer Aided Learning of Reinforced Concrete ...

Highlights

  • With the aid of optimization methods, a broader teaching framework could be reached for courses of Reinforced Concrete Design.

research-article
Boundary element method with particle swarm optimization for solving potential problems
Highlights

  • Apply particle swarm optimization algorithm to the matrix equation of boundary element method.

Abstract

In this paper, the boundary element method (BEM) based on the particle swarm optimization (PSO) algorithm is proposed for solving potential problems. At present, the traditional Gaussian elimination method still needs to improve for ...

research-article
LSMA-TLBO: A hybrid SMA-TLBO algorithm with lévy flight based mutation for numerical optimization and engineering design problems
Abstract

The objective of this paper is to present a novel hybrid algorithm LSMA-TLBO for solving the numerical and engineering design optimization problems. The proposed algorithm utilizes the features of Slime Mould Algorithm (SMA) and the ...

Highlights

  • A novel hybrid algorithm LSMA-TLBO is proposed for optimization problems.
  • Levy ...

research-article
Minimization of torque ripples with optimized controller based four quadrant operation & control of BLDC motor
Highlights

  • BLDC motors are widely utilized because of their qualities such as compact size, longer lifespan, and improved efficiency.

Abstract

BLDC motors are widely utilized because of their qualities such as compact size, longer lifespan, and improved efficiency. In addition, BLDC motor available in a wide range of applications including aircraft, automation, computers, ...

research-article
Estimation of cost and development effort in Scrum-based software projects considering dimensional success factors
Highlights

  • In this article, all 36 dimensional success factors are considered to estimate the required effort and cost to develop any Agile-Scrum based software ...

Abstract

Effort and cost estimation is essential processes during software development. For agile methodologies as well, several approaches have been proposed so far to estimate the required effort and cost to develop any software system. ...

research-article
Hybrid multi-objective Harris Hawk optimization algorithm based on elite non-dominated sorting and grid index mechanism
Highlights

  • A hybrid multi-objective Harris Hawk optimization algorithm was proposed.
  • Elite ...

Abstract

In order to find Pareto optimal solution set uniformly distributed along all objectives, a Hybrid Multi-Objective Harris Hawk Optimization Algorithm (H-MOHHO) was proposed based on elite non-dominated sorting and grid indexing ...

review-article
The neutral layer offset of medium and thick plate by sub domain boundary element method during plate flattening
Highlights

  • The neutral layer offset was obtained by SD-BEM.
  • Compared with FEM, experiment ...

Abstract

The medium and thick plate was developed in modern industrial production. In the production process, the shape defects occurred easily and it could be straightened generally by flattening machine. However, due to the offset ...

research-article
Three dimensional finite element computation of the non-isothermal polymer filling process by the phase field model
Highlights

  • The phase field method is first employed to simulate the non-isothermal polymer filling process.

Abstract

In this paper, we numerically study the three dimensional non-isothermal non-Newtonian filling process using the phase field method. The Cahn-Hilliard equation is firstly attempted to capture the moving melt front between the Newtonian ...

research-article
Exploring the effect of basalt fibers on maximum deviator stress and failure deformation of silty soils using ANN, SVM and FL supported by experimental data
Highlights

  • Three different AI techniques was used to investigate maximum deviator stress and axial strain at failure of BF-reinforced silty soils.

Abstract

Because the experimental trials in civil engineering field are difficult and time-consuming, the application of artificial intelligence (AI) techniques is attracting considerable attention, with their use enabling successful results to ...

research-article
Numerical simulation and experimental analysis on the deformation and residual stress in trailing ultrasonic vibration assisted laser welding
Highlights

  • A new welding technology is proposed, which introduces the trailing ultrasonic vibration into the conventional laser welding process.

Abstract

A trailing ultrasonic-assisted laser welding (T-ULW) technology is first proposed to weld SUS301 stainless steel sheet with a thickness of 0.6 mm. Secondly, welding experiments with conventional laser welding and ultrasonic-assisted ...

research-article
Oil injection lubrication analysis of a silent chain drive system
Highlights

  • A high-fidelity dynamic model of a silent chain drive system was established that can simulate the real contact between parts.

Abstract

Previous investigations on oil lubrication have mainly focused on gear transmission systems. There has been little research on injection lubrication of silent chain drive systems. In this study, a high-fidelity 3D model of a silent ...

research-article
Neuro fuzzy determination of optimal parameters of laser directed energy deposition for formation of cladding structures
Highlights

  • Optimal conditions for directed energy deposition.
  • Manufacturing process of the ...

Abstract

Laser Directed Energy Deposition (DED) process represent an advanced manufacturing process of the cladding structures. However, the process is very complex due the different processing parameters and there is need to establish an ...

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