AIMC Topic: Heuristics

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Mapping of groundwater salinization and modelling using meta-heuristic algorithms for the coastal aquifer of eastern Saudi Arabia.

The Science of the total environment Nov 2, 2022
The growing increase in groundwater (GW) salinization in the coastal aquifers has reached an alarming socio-economic menace in Saudi Arabia and various places globally due to several natural and anthropogenic activities. Hence, evaluating the GW sali...
Algorithms Reproducibility of Results Artificial Intelligence Fuzzy Logic Heuristics Saudi Arabia Groundwater
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Individualized Short-Term Electric Load Forecasting Using Data-Driven Meta-Heuristic Method Based on LSTM Network.

Sensors (Basel, Switzerland) Oct 17, 2022
Short-term load forecasting is viewed as one promising technology for demand prediction under the most critical inputs for the promising arrangement of power plant units. Thus, it is imperative to present new incentive methods to motivate such power ...
Electricity Neural Networks, Computer Forecasting Algorithms Heuristics
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Optimizing Deep Learning Model for Software Cost Estimation Using Hybrid Meta-Heuristic Algorithmic Approach.

Computational intelligence and neuroscience Oct 4, 2022
Effective software cost estimation significantly contributes to decision-making. The rising trend of using nature-inspired meta-heuristic algorithms has been seen in software cost estimation problems. The constructive cost model (COCOMO) method is a ...
Algorithms Software Deep Learning Neural Networks, Computer Heuristics
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Path planning and collision avoidance methods for distributed multi-robot systems in complex dynamic environments.

Mathematical biosciences and engineering : MBE Sep 30, 2022
Multi-robot systems are experiencing increasing popularity in joint rescue, intelligent transportation, and other fields. However, path planning and navigation obstacle avoidance among multiple robots, as well as dynamic environments, raise significa...
Heuristics Motion Robotics Computer Communication Networks Algorithms
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Artificial intelligence-informed planning for the rapid response of hazard-impacted road networks.

Scientific reports Sep 29, 2022
Post-hazard rapid response has emerged as a promising pathway towards resilient critical infrastructure systems (CISs). Nevertheless, it is challenging to scheme the optimal plan for those rapid responses, given the enormous search space and the hard...
Neural Networks, Computer Artificial Intelligence Humans Heuristics Earthquakes Machine Learning
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Wild Geese Migration Optimization Algorithm: A New Meta-Heuristic Algorithm for Solving Inverse Kinematics of Robot.

Computational intelligence and neuroscience Sep 27, 2022
This paper proposes a new meta-heuristic algorithm, named wild geese migration optimization (GMO) algorithm. It is inspired by the social behavior of wild geese swarming in nature. They maintain a special formation for long-distance migration in smal...
Robotics Biomechanical Phenomena Algorithms Heuristics Animals Geese
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Artificial Intelligence System Detection in English Teaching Based on Heuristic Genetic Algorithm.

Computational intelligence and neuroscience Aug 12, 2022
Using the traditional English teaching mode is difficult to help correct students, and it is difficult to achieve human-computer interaction in oral English communication. In order to improve the effect of English detection and improve teaching effic...
Teaching Child Heuristics Students Artificial Intelligence Humans Algorithms
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Computational Scientific Discovery in Psychology.

Perspectives on psychological science : a journal of the Association for Psychological Science Aug 9, 2022
Scientific discovery is a driving force for progress involving creative problem-solving processes to further our understanding of the world. The process of scientific discovery has historically been intensive and time-consuming; however, advances in ...
Algorithms Heuristics Problem Solving Artificial Intelligence COVID-19 Humans
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Exploring Orientation Invariant Heuristic Features with Variant Window Length of 1D-CNN-LSTM in Human Activity Recognition.

Biosensors Jul 21, 2022
Many studies have explored divergent deep neural networks in human activity recognition (HAR) using a single accelerometer sensor. Multiple types of deep neural networks, such as convolutional neural networks (CNN), long short-term memory (LSTM), or ...
Smartphone Walking Heuristics Human Activities Humans Neural Networks, Computer
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Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review.

Sensors (Basel, Switzerland) Jul 15, 2022
The crowd counting task has become a pillar for crowd control as it provides information concerning the number of people in a scene. It is helpful in many scenarios such as video surveillance, public safety, and future event planning. To solve such t...
Humans Neural Networks, Computer Algorithms Publications Heuristics
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