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Combined use of coral reefs optimization and multi-agent deep Q-network for energy-aware resource provisioning in cloud data centers using DVFS technique
Big data processing, scientific calculations, and multimedia operations are some applications that require very complex time-consuming computations...
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Combined use of coral reefs optimization and reinforcement learning for improving resource utilization and load balancing in cloud environments
Resource management is the process of task scheduling and resource provisioning to provide requirements of cloud users. Since cloud resources are...
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Collaborative CNN with Multiple Tuning for Automated Coral Reef Classification
The earliest and oldest ecosystems on our planet are found in coral reefs. The first step in protecting marine life is to have an understanding of...
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Hybrid Coral Reef Optimization Algorithm Employed Local Search Technique for Job Shop Scheduling Problems
The JSSP (job shop scheduling problem) is a crucial problem in operational research with certain real-world applications. Due to the fact that the...
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Energy-aware edge server placement using the improved butterfly optimization algorithm
To improve the quality of services provided to their customers, cloud service providers move some of their resources closer to the users. Proper...
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Improved coral reefs optimization with adaptive \(\beta \)-hill climbing for feature selection
For any classification problem, the dimension of the feature vector used for classification has great importance. This is because, in a...
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A novel coral reefs optimization algorithm for materialized view selection in data warehouse environments
High response time of analytical queries is one of the most challenging issues of data warehouses. Complicated nature of analytical queries and...
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Energy efficient waste collection vehicle routing system using time series prediction
The focus of this research is on addressing the inefficient management of Municipal Solid Waste (MSW), which often results in large quantities of...
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Cleaner fish optimization algorithm: a new bio-inspired meta-heuristic optimization algorithm
This paper proposes a new meta-heuristic optimization algorithm called Cleaner Fish Optimization algorithm (CFO) inspired by cleaner fish. The CFO...
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Fractional core-based collapse mechanism and structural optimization in complex systems
Catastrophic and major disasters in real-world systems ranging from financial markets and ecosystems, often show generic early-warning signals that...
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Energy-aware server placement in mobile edge computing using trees social relations optimization algorithm
The advent of fifth-generation(5G) telecommunication technology and the rapid growth of smart mobile equipment have led to many processing demands in...
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Prediction of Health of Corals Mussismilia hispida Based on the Microorganisms Present in their Microbiome
One of the most diverse and productive marine ecosystems in the world are the corals, providing not only tourism but also an important economic...
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Eel and grouper optimizer: a nature-inspired optimization algorithm
This paper proposes a meta-heuristic called Eel and Grouper Optimizer (EGO). The EGO algorithm is inspired by the symbiotic interaction and foraging...
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Dynamic generalized normal distribution optimization for feature selection
High dimensionality of data represents a major problem that affects the accuracy of the classification. This problem related with classification is...
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A hybrid approach in opinion leaders selection using African vultures optimization and hunger games search algorithms
Depending on the actions and reactions in social networks, the opinions of users may have an impact on each other. Nodes who can impact others’...
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An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges
As the world moves towards industrialization, optimization problems become more challenging to solve in a reasonable time. More than 500 new...
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Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications
This paper presents an overview of the ImageCLEF 2022 lab that was organized as part of the Conference and Labs of the Evaluation Forum – CLEF Labs...
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Dynamical memetization in coral reef optimization algorithms for optimal time series approximation
The huge amount of data chronologically collected in short periods of time by different devices and technologies is an important challenge in the...
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Green Hardware Infrastructure for Algorithmic Trading
Every software needs hardware to be run on. Nowadays we encounter urgent need to mitigate the adverse effects of climate change. It prompted a...
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Memory based hybrid crow search algorithm for solving numerical and constrained global optimization problems
Crow Search Algorithm (CSA) is a promising meta-heuristic method developed based on the intelligent conduct of crows in nature. This algorithm lacks...
