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Relaxed Differential Evolution Algorithm
This article presents a new variant of the Differential Evolution Algorithm (DEA) without the sequential condition of the individuals' selections in...
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Success-History Based Adaptive Differential Evolution Algorithm for Discrete Structural Optimization
Discrete structural optimization is generally regarded as a complicated optimization problem due to the presence of discrete variables. However,...
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Differential evolution-based transfer rough clustering algorithm
Due to well processing the uncertainty in data, rough clustering methods have been successfully applied in many fields. However, when the capacity of...
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Hybrid particle swarm-differential evolution algorithm and its engineering applications
Differential evolution (DE) has been applied to solve various optimization problems due to its simplicity and high search efficiency. However,...
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Artificial intelligence education system based on feedback-adjusted differential evolution algorithm
In order to build a high-quality artificial intelligence teaching system, based on the feedback adjustment differential evolution algorithm, this...
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A distributed individuals based multimodal multi-objective optimization differential evolution algorithm
There may exist a one-to-many map** between objective and decision spaces in multimodal multi-objective optimization problems (MMOPs), which...
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Novel State of Health Estimation for Lithium-Ion Battery Based on Differential Evolution Algorithm - Extreme Learning Machine
To ensure a long-term safety and reliability of electric vehicle and energy storage system, an accurate estimation of the state of health (SOH) for...
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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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A differential evolution algorithm with a superior-inferior mutation scheme
A differential evolution (DE) algorithm with superior-inferior mutation scheme (SIDE) is proposed to solve global optimization problems over...
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An optimized differential evolution algorithm for constitutive model fitting of arteries
The mechanical properties of arteries are often assessed with biaxial testing. Constitutive models are fitted to the experimental stress-stretch...
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Dynamic multi-strategy integrated differential evolution algorithm based on reinforcement learning for optimization problems
The introduction of a multi-population structure in differential evolution (DE) algorithm has been proven to be an effective way to achieve algorithm...
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Model order reduction for SISO and MIMO system using improved adaptive differential evolution algorithm
Mathematical models derived from the physical systems are usually complex and in the form of higher order differential equations. Such systems are...
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DNN assisted optimization of composite cylinder subjected to axial compression using customized differential evolution algorithm
Composite materials offer the unique advantage of allowing customization of their properties based on their load. However, the optimization of...
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Conglomeration of Reptile Search Algorithm and Differential Evolution Algorithm for Optimal Designing of FIR Filter
To solve the problems of sluggish convergence at local minima, a combination of reptile search algorithms with differential evolution (CRSADE) has...
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A New Adaptive Differential Evolution Algorithm Fused with Multiple Strategies for Robot Path Planning
In a complex environment with multiple feasible paths, planning a globally optimal path and performing dynamic path planning for robots is...
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Keenness for characterizing continuous optimization problems and predicting differential evolution algorithm performance
Fitness landscape analysis devotes to characterizing different properties of optimization problems, such as evolvability, sharpness, and neutrality....
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A four-stage strategy for solving AC transmission expansion planning problem in large power system based on differential evolution algorithm and teaching–learning-based optimization algorithm
AC transmission expansion planning (ACTEP) is one of the most critical issues in electric power system expansion planning. In existing research on...
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Combined heat and power economic dispatch problem with binary method using flower pollination algorithm and differential evolution
Nowadays, the need for electrical energy became crucial in the world. The co-generation plants, which simultaneously produce electrical and heat...
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A novel adaptive parameter strategy differential evolution algorithm and its application in midcourse guidance maneuver decision-making
In this paper, a novel Adaptive Parameter Strategy Differential Evolution (APSDE) algorithm is proposed to overcome the parameters dependence and...
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An optimal frequency regulation in interconnected power system through differential evolution and firefly algorithm
Automatic generation control is extensively used to regulate power plants in a modern area of the power system network. In this paper, automatic...
