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1361
Role of transfer functions in PSO to select diagnostic attributes for chronic disease prediction: An experimental study
Published 2023-10-01“…Particle Swarm Optimization (PSO) is a classic and popularly used meta-heuristic algorithm in many real-life optimization problems due to its less computational complexity and simplicity. …”
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1362
Frequency regulation of interconnected hybrid power system with Assimilation of electrical vehicles
Published 2024-03-01“…The new proposed controllers are designed using the white shark optimizer (WSO), a current powerful bioinspired meta heuristic algorithm which has been motivated by the learning abilities of white sharks when actively hunting in the environment. …”
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1363
Adaptive information sharing approach for crowd networks based on two stage optimization
Published 2019-12-01“…In this way, during the implementation of the proposed approach, heuristic algorithms can be chosen according to the complexity of the target crowd network.…”
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1364
Infrared-Fused Vision-Based Thermoregulation Performance Estimation for Personal Thermal Comfort-Driven HVAC System Controls
Published 2022-08-01“…We use a regularized Gaussian Mixture model to track the thermoregulation changes over time and apply a heuristic algorithm to extract hot and cold indices. We present a personalized and a generalized comfort modeling method, selected based on the availability of the occupant historical indices measurements in a neutral environment, and use the time-series of the hot and cold indices to define corrections to HVAC system operations in the form of setpoint constraints. …”
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1365
User Association and Load Balancing Based on Monte Carlo Tree Search
Published 2023-01-01“…To obtain a near-optimal user association solution with manageable computational complexity, in this paper, we propose a heuristic algorithm based on Monte Carlo tree search (MCTS) for user association in UD-HetNet. …”
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1366
A New Decision-Making Strategy for Techno-Economic Assessment of Generation and Transmission Expansion Planning for Modern Power Systems
Published 2023-01-01“…To solve it, a solution methodology based on a developed decision-making approach and an improved meta-heuristic algorithm is developed. The decision-making approach aims to keep the number of decision variables as fixed as possible, regardless of the number of projects planned. …”
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1367
Estimating the mean cutting force of conical picks using random forest with salp swarm algorithm
Published 2023-03-01“…So, in this research, a novel intelligent model based on a random forest algorithm (RF) and a heuristic algorithm called the salp swarm algorithm (SSA) have been applied to determine the optimal hyper-parameters in RF, and root mean square error is used as a fitness function. …”
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1368
Research on a Dynamic Task Update Assignment Strategy Based on a “Parts to Picker” Picking System
Published 2023-03-01“…A new method of the hybrid time window is proposed by combining fixed and variable time windows, and an order consolidation batch strategy is established with the aim of minimizing the number of target shelves for picking. A heuristic algorithm is designed to select a shelf selection model, taking into account the constraint condition that the goods on the shelf can meet the demand of the selection list. …”
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1369
Bandwidth-Guaranteed Resource Allocation and Scheduling for Parallel Jobs in Cloud Data Center
Published 2018-04-01“…An adaptive bandwidth-aware heuristic algorithm, which is denoted as AdaBa, is proposed to improve the job accept rate by adjusting the priorities of servers to accommodate the VMs of TVC adaptively according to the relative size of requested bandwidth demand. …”
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1370
A Feature Selection Based on Improved Artificial Hummingbird Algorithm Using Random Opposition-Based Learning for Solving Waste Classification Problem
Published 2022-07-01“…This research applies a new meta-heuristic algorithm called the artificial hummingbird algorithm (AHA) to solving the waste classification problem based on feature selection. …”
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1371
Multiple Strategies Based Salp Swarm Algorithm for Optimal Operation of Multiple Hydropower Reservoirs
Published 2021-10-01“…Then, the improved SSA (ISSA) is compared with six well-known meta-heuristic algorithms on 23 classical benchmark functions. …”
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1372
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1373
Decision support systems for automated terminal area air traffic control
Published 2012Get full text
Technical Report -
1374
Rule-based system architecting of Earth observation satellite systems
Published 2013Get full text
Thesis -
1375
Room allocation with capacity diversity and budget constraints
Published 2019“…Third, this paper proposes a heuristic algorithm based on the local search for the general case in which the capacity of each room is not bounded by a constant. …”
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Journal Article -
1376
Omega grey wolf optimizer (ωGWO) for optimization of overcurrent relays coordination with distributed generation
Published 2019“…This thesis apply a meta-heuristic algorithm called Grey Wolf Optimizer (GWO) to minimize the overcurrent relays operating time while fulfilling the inequality constraints. …”
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Thesis -
1377
Characterization and Selection of WiFi Channel State Information Features for Human Activity Detection in a Smart Public Transportation System
Published 2024-01-01“…Since the environment of a transportation system changes dynamically and non-deterministically, we propose analyzing these changes with a heuristic algorithm that leverages a decision tree to automate a decision-making solution for feature selection. …”
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1378
Gradient-based wind farm layout optimization with inclusion and exclusion zones
Published 2024-03-01“…Initial guesses are used to instantiate the optimization problem, which is solved following three independent approaches: (1) a baseline approach that uses a gradient-based solver; (2) approach 1 combined with the relaxation of the boundaries, which allows for a better design space exploration; and (3) the application of a heuristic algorithm, “smart-start”, prior to the gradient-based optimization, improving the allocation of wind turbines within the inclusion polygons based on the potential wind resource and the available area. …”
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1379
Training Data Selection and Optimal Sensor Placement for Deep-Learning-Based Sparse Inertial Sensor Human Posture Reconstruction
Published 2021-05-01“…We formulate the data selection into an optimization problem to obtain continuous and IID data segments, which comply with a small reference dataset collected from the target scenario. A two-step heuristic algorithm is proposed to solve the data selection problem. …”
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1380
A multiple phenotype imputation method for genetic diversity and core collection in Taiwanese vegetable soybean
Published 2022-09-01“…An advanced maximization strategy with a heuristic algorithm and PowerCore was used to evaluate the morphological diversity among the ECimpu. …”
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