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Enhancement of Ant Colony Optimization for Grid Job Scheduling and Load Balancing
Published 2011“…The resource allocation problem is modeled as a graph that can be used by the ant to deliver its pheromone. …”
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Ant colony optimization algorithm for load balancing in grid computing
Published 2012“…The resource allocation problem is modelled as a graph that can be used by the ant to deliver its pheromone.This graph consists of four types of vertices which are job, requirement, resource and capacity that are used in constructing the grid resource management element. …”
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Monograph -
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Digitally signed electronic certificate for workshop / Azinuddin Baharum
Published 2017“…Web page application was programmed by Java Enterprise Edition (J2EE). …”
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4
Securing cloud data system (SCDS) for key exposure using AES algorithm
Published 2021“…The website tested by many users that use to register and upload them own data and files using them own e-mails and the unique key that generated after completing the registration. …”
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Resource management in grid computing using ant colony optimization
Published 2011“…Managing resources in grid computing system is complicated due to the distributed and heterogeneous nature of the resources.Stagnation in grid computing system may occur when all jobs require or are assigned to the same resources which lead to the resources having high workload or the time taken to process a job is high.This research proposes an Enhanced Ant Colony Optimization (EACO) algorithm that caters dynamic scheduling and load balancing in the grid computing system.The algorithm consists of three new mechanisms that organize the work of an ant colony i.e. initial pheromone value mechanism, resource selection mechanism and pheromone update mechanism.The resource allocation problem is modeled as a graph that can be used by the ant to deliver its pheromone.This graph consists of four types of vertices which are job, requirement, resource and capacity that are used in constructing the grid resource management element.The proposed EACO algorithm takes into consideration the capacity of resources and the characteristics of jobs in determining the best resource to process a job.EACO selects the resources based on the pheromone value on each resource which is recorded in a matrix form.The initial pheromone value of each resource for each job is calculated based on the estimated transmission time and execution time of a given job. …”
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Monograph -
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Tacit knowledge for business intelligence framework using cognitive-based approach
Published 2022“…The algorithm starts with a content targeted interview to identify the list of problems faced by librarians. …”
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A new cryptographic algorithm based on decomposition problem in elliptic curve cryptography / Hilyati Hanina Zazali
Published 2012“…The algorithms work by arranging parameters using finite field group in elliptic curve E. …”
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Using modification of Prim's algorithm and GNU Octave and to solve the multiperiods installation problem
Published 2020“…Two algorithms (WWM1 and WWM2) are proposed for solving this problem. …”
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Article -
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Optimised Crossover Genetic Algorithms for Combinatorial Optimisation Problems
Published 2010“…Using the optimised crossover scheme, the two parents produce the two new children: the Ochild (Optimum child) and the E-child (Exploratory child). …”
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Enhancement on the modified artificial bee colony algorithm to optimize the vehicle routing problem with time windows
Published 2022“…The proposed algorithm was evaluated using benchmark datasets comprising 56 VRPTW instances and 56 Pickup and Delivery Problems with Time Windows (PDPTW). …”
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An improvement of stochastic gradient descent approach for mean-variance portfolio optimization problem
Published 2021“…It is noticed that the AdamSE algorithm has the smallest iteration number. ,e results show that the rate of convergence of the Adam algorithm is significantly enhanced by using the AdamSE algorithm. …”
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Article -
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A review on economic emission dispatch problems using quantum computational intelligence
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Conference or Workshop Item -
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Optimisation of Assembly Line Balancing Type-E with Resource Constraints using NSGA-II
Published 2016“…Six benchmark problems have been used to test the optimisation algorithm and the results are compared to multi-objective genetic algorithm (MOGA) and hybrid genetic algorithm (HGA). …”
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Article -
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Solving university examination timetabling problem using intelligent water drops algorithm
Published 2024Conference Paper -
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Optimization of drilling path using the bees algorithm
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RSA Encryption & Decryption using JAVA
Published 2006“…The implementation of this project will be based on Rapid Application Design Methodology (RAD) and will be more focusing on research and finding, ideas and the implementation of the algorithm, and finally running and testing the algorithm. …”
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Final Year Project -
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Multi-objective optimisation of assembly line balancing type-e problem with resource constraints
Published 2016“…Later, the optimisation algorithm will be tested and verified using test problems from literature. …”
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Thesis
