Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction حسب Abdullah, Afsah

"…Furthermore, we introduce an external archive strategy, termed EOL-Archive-Jaya, which guides the evolution of the algorithm toward more promising search regions. This strategy saves the best solutions obtained during the optimization process for later use, enhancing the algorithm’s performance. …"
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Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction حسب Abdullah, Afsah

"…Furthermore, we introduce an external archive strategy, termed EOL-Archive-Jaya, which guides the evolution of the algorithm toward more promising search regions. This strategy saves the best solutions obtained during the optimization process for later use, enhancing the algorithm’s performance. …"
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On scalable parallel recursive backtracking حسب Abu-Khzam, Faisal N.

"…Many of these algorithms use recursive backtracking as their core solution paradigm. …"
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FPGA-based Parallel Hardware Architecture for Real-time Object Classification حسب Qasaimeh, Murad Mohammad

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Resource allocation scheme for eMBB and uRLLC coexistence in 6G networks حسب Muhammed Al-Ali (16810677)

"…The proposed solution was compared with three puncturing baseline reference algorithms and the performance was evaluated in terms of eMBB Sum throughput and Fairness level. …"

Meta Reinforcement Learning for UAV-Assisted Energy Harvesting IoT Devices in Disaster-Affected Areas حسب Marwan Dhuheir (19170898)

"…Our simulation results show that the proposed Meta-RL algorithm can outperform the IoT EH of the DQN, PSO algorithm, and the greedy solution by 25%, 32%, and 45%, respectively. …"

The effects of data balancing approaches: A case study حسب Paul Mooijman (4453189)

"…<p dir="ltr">Imbalanced datasets affect the performance of machine learning algorithms adversely. To cope with this problem, several resampling methods have been developed recently. …"

UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices حسب Samir, Moataz

"…To solve it, we first propose the high-complexity branch, reduce and bound (BRB) algorithm to find the global optimal solution for relatively small scale scenarios. …"
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A novel network-based SIS framework for improved GA performance حسب Tohme, Rawane

"…To address these challenges, this work introduces SIS-NGA which integrates the Susceptible-Infected-Susceptible (SIS) epidemic model and Genetic Algorithms within a scale-free network topology, to guide the search for optimal solutions. …"
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A new deadlock recovery mechanism for fully adaptive routingalgorithms حسب Al-Awwami, Z.H.

"…Routing algorithms used in wormhole switched networks must all provide a solution to the deadlock problem. …"
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Spark-based cooperative coevolution for large scale global optimization حسب Ahmad, Imtiaz

"…The cooperative coevolution framework was introduced to address the shortcomings of metaheuristic algorithms in solving continuous large-scale global optimization problems. …"
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Spark-based cooperative coevolution for large scale global optimization حسب Ahmad, Imtiaz

"…The cooperative coevolution framework was introduced to address the shortcomings of metaheuristic algorithms in solving continuous large-scale global optimization problems. …"
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2022 IEEE Congress on Evolutionary Computation (CEC) حسب El-Abd, Mohammed

"…The success of differential evolution algorithm depends on its offspring breeding strategy and the associated control parameters. …"
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Estimating Vehicle State by GPS/IMU Fusion with Vehicle Dynamics حسب Saadeddin, Kamal Mohamad

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Heuristics. (c2006) حسب Kallab, Chadi

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A combinatorial auction‐based approach for ridesharing in a student transportation system حسب Chefi Triki (14158860)

"…A hybrid heuristic-based optimization framework, that takes advantage of meta-heuristic algorithms to improve an initial solution, is also developed to solve large-sized instances of the problem. …"

An efficient method for the open-shop scheduling problem using simulated annealing حسب Harmanani, Haidar M.

"…The method is based on a simulated annealing algorithm that efficiently explores the solution space. …"
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Failure recovery in wireless content distribution networks with device-to-device cooperation حسب Sharafeddine, Sanaa

"…Device-to-device cooperation has emerged as a prominent solution to a wide range of challenges in large-scale wireless networks. …"
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A modified coronavirus herd immunity optimizer for capacitated vehicle routing problem حسب Abu Zitar, Raed

"…Due to the complex nature of the capacitated vehicle routingproblem, metaheuristic optimization algorithms are widely used for tackling this type of challenge.Coronavirus Herd Immunity Optimizer (CHIO) is a recent metaheuristic population-based algorithm thatmimics the COVID-19 herd immunity treatment strategy. …"
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COMPUTER AIDED PROGRAMMING EDUCATION (CAPE) حسب Al-Sukairi, Abdallah

"…CAPE consists of problem definition and algorithm construction modules. Algorithm construction module is currently supported with a facility to map an algorithm(s) into FORTRAN or Pascal code. …"
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