Search Results - machine ((loading program) OR (((loading problem) OR (routing problem))))
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Mixed integer goal programming model for flexible job shop scheduling problem (FJSSP) with load balancing / Shirley Sinatra Gran
Published 2014“…FJSSP allows an operation to be processed by any machine out of a set of alternative machines. Thus, the objectives of this study are to analyze the production schedules and operations of the machines in FJSSP, to construct a load balancing constraint function, to formulate a Mixed Integer Goal Programming (MIGP) model to solve FJSSP with load balancing; and to propose an optimal production job shop scheduling strategies based on the solution model. …”
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A multi-layer perceptron for scheduling cellular manufacturing systems in the presence of unreliable machines and uncertain cost
Published 2016“…Our findings indicate that the uncertain condition of system costs affects the routing of product parts and may induce machine-load variations that yield to cell-load diversity. …”
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Static and dynamic impacts of emergency generator in distribution systems
Published 2009“…By placing an emergency generator, it has no problem in order to distribute energy to the load either in normal condition or abnormal condition.…”
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Undergraduates Project Papers -
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Predicting uniaxial compressive strength using Support Vector Machine algorithm
Published 2019“…It is worth mentioning, that the program module that has been set up could be used repeatedly for other correlation problems.…”
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Development of cell formation algorithm and model for cellular manufacturing system
Published 2011“…The CMS relies on the principle of grouping machines into machine cells and grouping machine parts into part families that is named cell formation. …”
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Particle swarm optimization (PSO) for CNC route problem
Published 2002“…The purpose of this study is to develop the application of Particle Swarm Optimization (PSO) which applicable to CNC machine route problem. In this project, the problem of CNC machine can be identifying by routing problem which it become more complicated to solve without use of any optimization method. …”
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Undergraduates Project Papers -
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Ant colony optimization (ACO) algorithm for CNC route problem
Published 2012“…The holes on the PCB had been drilled by using Computer Numerical Controlled (CNC) machines. However, the CNC machines do not choose the optimal route when completing their task and this caused the high cost problem on the machining. …”
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Undergraduates Project Papers -
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A New Approach of Adaptive Network-based Fuzzy Inference System Modeling in Laser Processing-A Graphical User Interface Based
Published 2009“…Problem statement: The power of Artificial Intelligent (AI) becomes more authoritative when the system is programmed to cater the need of complex applications. …”
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Green machine learning approach for QoS improvement in cellular communications
Published 2022“…The paper also presents the technical concept of green ML approaches to solve significant problems in cellular communications, in addition to future aspects and considerations for energy consumption minimization using the green ML approach in cellular radio communications.…”
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Proceeding Paper -
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Optimised Crossover Genetic Algorithms for Combinatorial Optimisation Problems
Published 2010“…We particularly focus on four problems: single machine family scheduling problem with maximum lateness, single machine family scheduling problem with total weighted completion time, capacitated vehicle routing problem and vehicle routing problem with time windows. …”
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A New Machine Learning-based Hybrid Intrusion Detection System and Intelligent Routing Algorithm for MPLS Network
Published 2024“…Machine Learning (ML) is seen as a promising application that offers autonomous learning and provides optimized solutions to complex problems. …”
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Machine learning based route optimization for the travelling salesman problem with pickup and delivery
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Final Year Project / Dissertation / Thesis -
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Development of capability-based virtual cellular manufacturing systems in dual-resource constrained settings over semi-distributed layouts
Published 2012“…In addition, by considering the developed system in DRC settings, in all test problems, the dissimilarity of parts assigned to a cell and load unbalances among cells decreased in average 12.41% and 41.48% respectively compared to the same system without DRC settings.…”
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Hybrid multiobjective genetic algorithm for integrated dynamic scheduling and routing of jobs and automated guided vehicles in flexible manufacturing systems
Published 2014“…Solving AGVs conflict free routing, dispatching and simultaneous scheduling of the jobs and AGVs in FMS in an integrated manner is identified as the only means of safeguarding the feasibility of the solution to each sub-problem. …”
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Implementation of machine learning algorithm in preventing network congestion
Published 2023text::Final Year Project -
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Mixed-load machine utilization improvement and transfer batch size optimization using hybrid simulation approach
Published 2014“…Firstly, the problem of mixed-load tester was formulated through a mathematical model. …”
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Thesis -
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Development of the computer-aided diagram (CAD) for electrical machine for undergraduate purpose learning
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Undergraduates Project Papers -
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