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
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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
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
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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
A novel variant of social spider optimization using single centroid representation and enhanced mating for data clustering
Sign Up to like & getrecommendations! Published in 2019 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.201
Abstract: Nature-inspired algorithms are based on the concepts of self-organization and complex biological systems. They have been designed by researchers and scientists to solve complex problems in various environmental situations by observing how naturally occurring phenomena… read more here.
Keywords: nature inspired; social spider; nature; inspired algorithms ... See more keywords