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SLIDING WINDOW TRAINING ALGORITHMS USING MLP-NETWORK FOR CORRELATED AND LOST PACKET DATA
Published 2012“…This thesis gives a systematic investigation of various MLP learning mainly Sliding Window (SW) learning mode which is treated as the adaptation of offline algorithms into online application Consequently this thesis reviews various offline algorithms including: batch backpropagation, nonlinear conjugate gradient, limited memory and full-memory Broyden, Fletcher, Goldfarb and Shanno algorithms and different forms of the latest proposed bimary ensemble learning. …”
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Thesis -
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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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Optimized processing of satellite signal via evolutionary search algorithm
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Application of minimax algorithm in dots and boxes game
Published 2025“…The project successfully demonstrates the application of an enhanced Minimax algorithm to create a challenging and engaging AI opponent, effectively revitalizing the classic game by offering significant strategic depth through its advanced AI implementation and varied difficulty levels.…”
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Final Year Project / Dissertation / Thesis -
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An efficient unknown detection approach for RFID data stream management system
Published 2025“…A novel algorithm called SWOR (Sliding Window XOR-based Detection) is introduced, specifically designed to identify unknown tags within RFID data streams. …”
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A Hybrid Metaheuristic Technique Based on Grey Wolf Optimisation, Symbiotic Organism Search, and Ant Colony Optimisation for Solving Multi-Objective Vehicle Routing Problems
Published 2025“…The hybridisation mechanism combines the global exploration strength of GWO, the solution refinement capability of SOS, and the effective path construction of ACO into an integrated search strategy. The algorithm was first developed and tested using a standard benchmark dataset (Dantzig42), which was selected due to its standard usage in VRP research and its suitability for performance comparison owing to its structured complexity. …”
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AUTO-MANAGE PARKING SYSTEM (AMPS)
Published 2019“…The system able to recognize characters on number plate by using Automatic Number Plate Recognition (ANPR) technology which implement optical character recognition (OCR) algorithm to process the characters from images. User then able to pay parking fees by using mobile phone through android application linked with user’s number plate. …”
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Final Year Project -
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Video Object Avoidance Implementation on Embedded Platform
Published 2015“…Both motion and static detection algorithms will be tested in Window Visual Studio 2010, before implementing them into the embedded platform, which is Raspberry Pi. …”
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Final Year Project -
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Hearing disorder detection using auditory evoked potential (AEP) signals
Published 2020“…A traditional hearing test is constrained in its application and time-consuming since it requires the person to respond directly. …”
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Conference or Workshop Item -
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Adaptive linux-based TCP congestion control algorithm for high-speed networks
Published 2017“…Although TCP is the predominant transmission protocol used in Internet, its Congestion Control Algorithm (CCA) is still unable to adapt to high-speed networks, which are not the typical environment for which most CCAs were designed. …”
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Optimized crossover genetic algorithm for vehicle routing problem with time windows
Published 2010“…Problem statement: In this study, we considered the application of a genetic algorithm to vehicle routing problem with time windows where a set of vehicles with limits on capacity and travel time are available to service a set of customers with demands and earliest and latest time for serving. …”
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An optimized aggregate marker algorithm for bandwidth fairness improvement in classifying traffic networks
Published 2016“…This article analyses and evaluates a new time sliding window traffic marker algorithm called the Optimized time sliding window Three Colour Marker (OtswTCM). …”
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Efficient Sequential and Parallel Routing Algorithms in Optical Multistage Interconnection Network
Published 2005“…This routing problem is an NPhard problem. Many algorithms are designed by many researchers to perform this routing such as window method, sequential algorithm, degree-descending algorithm, simulated annealing algorithm, genetic algorithm and ant colony algorithm.This thesis explores two approaches, sequential and parallel approaches. …”
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Multi-robot path planning based on the improved nutcracker optimization algorithm and the dynamic window approach
Published 2024“…This paper proposes a multi-robot path planning algorithm that integrates the improved nutcracker optimization algorithm with the improved dynamic window approach. …”
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Window based personalized time management system
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Undergraduates Project Papers