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12/19/2022
Performance assessment and exhaustive listing of 500+ nature inspired metaheuristic algorithms
Metaheuristics are popularly used in various fields, and they have attra...
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08/04/2022
DL-DRL: A double-layer deep reinforcement learning approach for large-scale task scheduling of multi-UAV
This paper studies deep reinforcement learning (DRL) for the task schedu...
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11/21/2021
Learning by Active Forgetting for Neural Networks
Remembering and forgetting mechanisms are two sides of the same coin in ...
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07/15/2021
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem
Vehicle routing problem (VRP) is a typical discrete combinatorial optimi...
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06/30/2021
Curvature Graph Neural Network
Graph neural networks (GNNs) have achieved great success in many graph-b...
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03/10/2021
A Two-stage Framework and Reinforcement Learning-based Optimization Algorithms for Complex Scheduling Problems
There hardly exists a general solver that is efficient for scheduling pr...
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03/02/2021
Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks
One of the key problems of GNNs is how to describe the importance of nei...
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07/13/2020
Integrating Variable Reduction Strategy with Evolutionary Algorithm for Solving Nonlinear Equations Systems
Nonlinear equations systems (NESs) are widely used in real-world problem...
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07/13/2020
Bottom-up mechanism and improved contract net protocol for the dynamic task planning of heterogeneous Earth observation resources
Earth observation resources are becoming increasingly indispensable in d...
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03/14/2020
Simulated annealing based heuristic for multiple agile satellites scheduling under cloud coverage uncertainty
Agile satellites are the new generation of Earth observation satellites ...
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03/13/2020
Agile Earth observation satellite scheduling over 20 years: formulations, methods and future directions
Agile satellites with advanced attitude maneuvering capability are the n...
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10/18/2015
Termination Analysis of Polynomial Programs with Equality Conditions
In this paper, we investigate the termination problem of a family of pol...
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01/14/2014
An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy
Efficient scheduling is of great significance to rationally make use of ...
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01/14/2014