Inspyred: Bio-inspired algorithms in Python
Sign Up to like & getrecommendations! Published in 2019 at "Genetic Programming and Evolvable Machines"
DOI: 10.1007/s10710-019-09367-z
Abstract: Inspyred 1.0 is an open-source, freely available Python module developed by Dr. Aaron Garrett of Wofford College, Spartanburg, South Carolina, USA (https ://aaron garre tt.githu b.io/woffo rd-webs/). The project is under active development, with the… read more here.
Keywords: python; bio inspired; inspyred bio; algorithms python ... See more keywords
Parameters tuning of a quadrotor PID controllers by using nature-inspired algorithms
Sign Up to like & getrecommendations! Published in 2021 at "Evolutionary Intelligence"
DOI: 10.1007/s12065-019-00312-8
Abstract: This paper aims to investigate the control of a quadrotor by PID controller. The mathematical model is derived from Euler–Lagrange approach. Due to nonlinearities, coupling and under-actuation constraints, the model imposes difficulties to generate its… read more here.
Keywords: nature inspired; inspired algorithms; parameters tuning; quadrotor pid ... See more keywords
Nature-inspired algorithms for feed-forward neural network classifiers: A survey of one decade of research
Sign Up to like & getrecommendations! Published in 2020 at "Ain Shams Engineering Journal"
DOI: 10.1016/j.asej.2020.01.007
Abstract: Abstract Recently, an explosive growth in the potential use of natural metaphors in modelling and solving large-scale non-linear optimization problems. Artificial neural network (ANN) is a potent gadget broadly utilized in many data classification tasks.… read more here.
Keywords: nature inspired; survey; inspired algorithms; neural network ... See more keywords
A survey of nature-inspired algorithms for feature selection to identify Parkinson's disease
Sign Up to like & getrecommendations! Published in 2017 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2016.07.029
Abstract: BACKGROUND AND OBJECTIVES Parkinson's disease is a chronic neurological disorder that directly affects human gait. It leads to slowness of movement, causes muscle rigidity and tremors. Analyzing human gait serves to be useful in studies… read more here.
Keywords: feature selection; nature inspired; disease; inspired algorithms ... See more keywords
Computer-Aided Diagnosis system for diagnosis of pulmonary emphysema using bio-inspired algorithms
Sign Up to like & getrecommendations! Published in 2020 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2020.103940
Abstract: Pulmonary emphysema is a condition characterized by the destruction and permanent enlargement of the alveoli of the lungs. The destruction of gas-exchanging alveoli causes shortness of breath followed by a chronic cough and sputum production.… read more here.
Keywords: diagnosis; bio inspired; inspired algorithms; pulmonary emphysema ... See more keywords
Neutrosophic goal programming technique with bio inspired algorithms for crop land allocation problem
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-69487-0
Abstract: In agriculture, crop planning and land distribution have been important research subjects. The distribution of land involves several multi-functional tasks, such as maximizing output and profit and minimizing costs. These functions are influenced by a… read more here.
Keywords: problem; bio inspired; neutrosophic goal; crop ... See more keywords
Harnessing Nature-Inspired Algorithms for Energy-Efficient Artificial Intelligence of Things
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3520714
Abstract: This article aims at analyzing and comparing an adaptive algorithm-based method for improving the performance of Internet of Things (IoT) systems through simulation studies. Concentrating on active and complex scenarios, the study presents new proposals… read more here.
Keywords: nature inspired; energy; energy efficient; algorithms energy ... See more keywords
An Evaluation of Bio-Inspired Resource Allocation Methods for Vehicular Edge Computing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.022.2300099
Abstract: Researchers in vehicular edge computing are witnessing a continuous search for a solution to the problem of how to best allocate computational resources to fulfill service requests from road vehicles efficiently. This problem combines several… read more here.
Keywords: edge computing; inspired algorithms; vehicular edge; bio inspired ... See more keywords
Bio-inspired algorithms for improving mixed and incomplete data clustering
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Latin America Transactions"
DOI: 10.1109/tla.2018.8528242
Abstract: This article introduces a novel clustering algorithm for dealing with mixed and incomplete data descriptions of instances: the A2FCPAntSA algorithm. Unlike previous proposals, this new algorithm uses groups of instances as initial clusters in an… read more here.
Keywords: bio inspired; inspired algorithms; mixed incomplete; improving mixed ... See more keywords
Bio-Inspired Algorithms and Its Applications for Optimization in Fuzzy Clustering
Sign Up to like & getrecommendations! Published in 2021 at "Algorithms"
DOI: 10.3390/a14040122
Abstract: In recent years, new metaheuristic algorithms have been developed taking as reference the inspiration on biological and natural phenomena. This nature-inspired approach for algorithm development has been widely used by many researchers in solving optimization… read more here.
Keywords: fuzzy clustering; bio inspired; nature; inspired algorithms ... See more keywords
BIO-INSPIRED ALGORITHMS AND TRANSFER LEARNING TO OPTIMISE THE EXTRACTION OF SUICIDE-RELATED PATTERNS ON TWITTER
Sign Up to like & getrecommendations! Published in 2024 at "DYNA"
DOI: 10.52152/d11314
Abstract: Artificial Intelligence (AI) has advanced significantly in several subfields, most notably Artificial General Intelligence (AGI). AGI refers to a form of AI capable of performing any intellectual task that a human being can perform, as… read more here.
Keywords: transfer learning; algorithms transfer; bio inspired; learning optimise ... See more keywords