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A novel robust memetic algorithm for dynamic community structures detection in complex networks
Networks in the real world are dynamic and evolving. The most critical process in networks is to determine the structure of the community, based on...
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Customer type discovery in hotel revenue management by Memetic algorithm
In case of using sales transaction and products availability data, discovering a preference list of customers (named customer types) is a challenging...
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A novel adaptive memetic binary optimization algorithm for feature selection
Feature selection (FS) determines the beneficial features in data and decreases the disadvantages of the curse of dimensionality. This work proposes...
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A memetic algorithm for a real-world dynamic pickup and delivery problem
The dynamic pickup and delivery problem (DPDP) is essential in supply chain management and logistics. In this study, we consider a real-world DPDP...
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A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks
Artificial Neural Networks (ANNs) have been used in a multitude of real-world applications given their predictive capabilities, and algorithms based...
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Considering environmental impacts in flexible assembly job shop scheduling: non-dominated sorting memetic algorithm
This paper studies the flexible assembly job shop scheduling problems with cleaner production criterion, interruption, and batch delivery. In this...
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A tolerance-based memetic algorithm for constrained covering array generation
The research focus in the field of combinatorial testing has shifted from unconstrained covering array generation (CAG) to constrained covering array...
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Stock portfolio optimization based on factor analysis and second-order memetic differential evolution algorithm
Portfolio optimization will apply the concept of diversification across asset classes, which means investing in a wide variety of asset types and...
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Memetic Algorithm with GPU Optimization
Implementation of memetic algorithms on GPU was proven as an efficient way to speed up the time required to find a solution for diverse problems. In...
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Multi-objective memetic differential evolution optimization algorithm for text clustering problems
Most text clustering algorithms adopt a single criterion optimization approach, which often fails to find good clustering solutions for a wide...
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Parallel memetic algorithm for optimal control of multi-stage catalytic reactions
This paper deals with a problem of optimal control of complex multi-stage chemical reactions which often impose complicated restrictions on control...
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A memetic quantum-inspired genetic algorithm based on tabu search
Over the past few years, quantum-inspired genetic algorithm, as the forerunner of quantum evolutionary algorithms has made significant achievements...
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A diversity-aware memetic algorithm for the linear ordering Problem
The Linear Ordering Problem (LOP) is a very popular NP-hard combinatorial optimization problem with many practical applications that may require the...
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MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification
Researchers have considered multi-label learning because of its presence in various real-world applications, in which each entity is associated with...
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Self-adaptive memetic firefly algorithm and CatBoost-based security framework for IoT healthcare environment
The Internet of Things (IoT), which has had a revolutionary influence on human existence, has become a topic of significant attention among the...
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Multi-objective collaborative job shop scheduling in a dynamic environment: Non-dominated sorting memetic algorithm
In this paper, a novel mathematical model is developed for the distributed multi-agent network scheduling problem in a dynamic job shop environment...
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Memetic quantum optimization algorithm with levy flight for high dimension function optimization
Quantum-inspired heuristic search algorithms have received widespread attention in solving the function optimal solution. However, the existing...
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Varied offspring memetic algorithm with three parents for a realistic synchronized goods delivery and service problem
In a competitive online retail market, orders for assembled products such as refrigerators, air conditioners, smart televisions, etc., attract...
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DPAHMA: a novel dual-population adaptive hybrid memetic algorithm for non-slicing VLSI floorplans
Floorplanning is a crucial part of very large-scale integration (VLSI) physical design flow. It primarily determines the position of the blocks on a...
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A one-stage memetic algorithm for jointly detecting hierarchical and overlap** community structures in dynamic social networks
Social network characterizes complex relationship among individuals, which further constitute numerous various communities based on some attributes....
