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Local search manoeuvres recruitment in the bees algorithm
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Opposition-based spiral dynamic algorithm with an application to optimize type-2 fuzzy control for an inverted pendulum system
Published 2022“…This paper presents two variants of the Opposition-based Spiral Dynamic Algorithm (ObSDA) for an application to optimize a type-2 fuzzy logic controller for an inverted pendulum system. …”
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Modified ACS centroid memory for data clustering
Published 2019“…The key component that governs the search process in this algorithm is the management of its memory model. …”
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Effect of chaos noise on the learning ability of back propagation algorithm in feed forward neural network
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Working Paper -
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Solving multi-objective dynamic vehicle routing problem with time windows using multi-objective algorithm
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Final Year Project / Dissertation / Thesis -
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A MODIFIED PARTICLE SWARM OPTIMIZATION ALGORITHM FOR WELLBORE TRAJECTORY DESIGN
Published 2021“…A lot of modifications to the original metaheuristic methods were made during previous applications, which primarily improve the exploration capability of original algorithms keeping exploitation capability unaddressed. …”
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Hybrid HCS-fuzzy mppt algorithm for hydrokinetic energy harnessing
Published 2022“…The fixed stepsize Hill Climbing Search (HCS) algorithm is widely used due to its simplicity. …”
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Novel Adaptive Spiral Dynamics Algorithms for Global Optimization
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SURE-Autometrics algorithm for model selection in multiple equations
Published 2016“…However, most model selection algorithms such as Autometrics only concentrate on single equation modelling which has limited application. …”
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Thesis -
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Adaptive Spiral Dynamics Metaheuristic Algorithm for Global Optimisation with Application to Modelling of a Flexible System
Published 2016“…This paper presents a nature-inspired metaheuristic algorithm namely linear adaptive spiral dynamics algorithm (LASDA) and its application to modelling of a flexible system. …”
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Water level forecasting using feed forward neural networks optimized by African Buffalo Algorithm (ABO)
Published 2019“…Weakness such as trapped in local minima, slow convergence and finding a good rate between exploitation and exploration of the search space. This research proposed a swarm intelligence training algorithm, Improved African Buffalo Optimization algorithm (IABO) based on the Metaheuristic method called the African Buffalo Optimization algorithm (ABO). …”
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The effect of adaptive parameters on the performance of back propagation
Published 2012“…The Back Propagation algorithm or its variation on Multilayered Feedforward Networks is widely used in many applications. …”
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