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Advanced Search Results For "DIFFERENTIAL evolution"

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 "DIFFERENTIAL evolution"
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A graph partitioning based cooperative coevolution for the batching problem in steelmaking production.

Publication Type: Academic Journal

Source(s): International Journal of Production Research. Oct2022, Vol. 60 Issue 19, p5876-5891. 16p. 4 Diagrams, 4 Charts.

Abstract: This paper studies a common planning problem encountered in steelmaking production. The problem is to group different customer orders into a set of batches to accommodate the mass production mode of steelmaking furnaces. We formulate the problem as a n...

Optimization of Electrocardiogram Classification Using Dipper Throated Algorithm and Differential Evolution.

Publication Type: Academic Journal

Source(s): Computers, Materials & Continua. 2023, Vol. 74 Issue 2, p2379-2395. 17p.

Abstract: Electrocardiogram (ECG) signal is a measure of the heart's electrical activity. Recently, ECG detection and classification have benefited from the use of computer-aided systems by cardiologists. The goal of this paper is to improve the accuracy of ECG ...

An Efficient Differential Evolution for Truss Sizing Optimization Using AdaBoost Classifier.

Publication Type: Academic Journal

Source(s): CMES-Computer Modeling in Engineering & Sciences. 2023, Vol. 134 Issue 1, p429-458. 30p.

Abstract: Design constraints verification is the most computationally expensive task in evolutionary structural optimization due to a large number of structural analyses thatmust be conducted. Building a surrogatemodel to approximate the behavior of structures i...

Modified Differential Evolution Algorithm for Solving Dynamic Optimization with Existence of Infeasible Environments.

Publication Type: Academic Journal

Source(s): Computers, Materials & Continua. 2023, Vol. 74 Issue 1, p1-17. 17p.

Abstract: Dynamic constrained optimization is a challenging research topic in which the objective function and/or constraints change over time. In such problems, it is commonly assumed that all problem instances are feasible. In reality some instances can be inf...

A Multi-Offspring Genetic Algorithm Based on Sorting Grouping Selection and Combination Pairing Crossover.

Publication Type: Academic Journal

Source(s): Mathematical Problems in Engineering. 12/7/2022, p1-20. 20p.

Abstract: A multi-offspring genetic algorithm based on sorting grouping selection and combination pairing crossover was proposed in this paper. First, individuals in the population were sorted according to their objective function values, and the remaining indiv...

Solution of Fractional Optimal Control Problems with Specified Final State by using Orthogonal Collocation and Differential Evolution.

Publication Type: Academic Journal

Source(s): Latin-American Journal of Physics Education. Dec2022, Vol. 16 Issue 4, p1-9. 9p.

Abstract: En los últimos años, el estudio del Problema de Control Óptimo Fraccionado (FOCP) configura un reto muy interesante debido a las dificultades numéricas inherentes a este tipo de investigación. Tradicionalmente, este problema se ha resuelto considerando...

Temperature Control Design with Differential Evolution Based Improved Adaptive-Fuzzy-PID Techniques.

Publication Type: Academic Journal

Source(s): Intelligent Automation & Soft Computing. 2023, Vol. 36 Issue 1, p781-801. 21p.

Abstract: This paper presents the design and performance analysis of Differential Evolution (DE) algorithm based Proportional-Integral-Derivative (PID) controller for temperature control of Continuous Stirred Tank Reactor (CSTR) plant in chemical industries. The...

Multistrategy Integrated Marine Predator Algorithm Applied to 3D Surface WSN Coverage Optimization.

Publication Type: Academic Journal

Source(s): Wireless Communications & Mobile Computing. 11/17/2022, p1-32. 32p.

Abstract: Achieving maximum network coverage with a limited number of sensor nodes is key to node deployment of wireless sensor network (WSN). This paper proposes an improved marine predator algorithm (IMPA) for 3D surface wireless sensor network deployment. A p...

Selective Strategy Differential Evolution for Stochastic Internal Task Scheduling Problem in Cross-Docking Terminals.

Publication Type: Academic Journal

Source(s): Computational Intelligence & Neuroscience. 11/4/2022, Vol. 2022, p1-17. 17p.

Abstract: This study proposed an algorithm called selective strategy differential evolution (SSDE) to handle the complexity of the stochastic internal task scheduling problem in cross-docking terminals. The aims of this study are to assign workers and transfer e...

Optimal and Robust Power System Stabilizers in a Multi Machine System.

Publication Type: Academic Journal

Source(s): Computers, Materials & Continua. 2022, Vol. 73 Issue 2, p4139-4156. 18p.

Abstract: One method for eliminating oscillations in power systems is using stabilizers. By applying an appropriate control signal in the excitation system of a generator, a power system stabilizer improves the dynamic stability of power systems. However, the is...