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Multi-objective diagrid façade optimization using differential evolution
2015 Edition, May 1, 2015 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Façades constitute one of the fundamental systems of contemporary buildings. They serve multiple purposes, such as to ensure proper indoor climate, to provide sufficient daylight, but also to create a desirable architectural image. Integration of these aspects makes façade design a...

Multi-objective On-line Optimization Approach for the DC Motor Controller Tuning Using Differential Evolution
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

DC motor is one of the most fundamental electromechanical devices of mechatronic systems, which plays an important role in maintaining the accuracy in the execution of tasks. One of the main issues in the accuracy and robustness of DC motor control system is how to optimally tune its parameters. In...

A Non-dominated Sorting Cooperative Co-evolutionary Differential Evolution Algorithm for Multi-objective Layout Optimization
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Different from traditional multi-objective evolutionary algorithms (MOEAS), multi-objective cooperative co-evolutionary algorithms (MOCCEAs) divide the decision variables into several subproblems to optimize. Solutions of each subproblem are evaluated by complete...

Multi-Objective Optimization of a Double-Side Linear Vernier PM Motor Using Response Surface Method and Differential Evolution
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper designs a double-side linear vernier permanent-magnet motor which incorporates the merits of high thrust force capability, high power factor and high efficiency. Since the parameters of the motor are very sensitive and the high thrust force capability comes along with the high force...

In-Wheel Switched Reluctance Motor Design For Electric Vehicles By Using Pareto Based Multi Objective Differential Evolution Algorithm
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

In this paper, In-wheel Switched Reluctance Motor (IW-SRM) is designed by using Pareto based Multi-Objective Differential Evolution Algorithm (PMODEA) for Electric Vehicles (EVs). The performance of IW-SRM varies by the dimension parameters of the motor....

A Distributed Parallel Cooperative Coevolutionary Multi-Objective Evolutionary Algorithm for Large-Scale Optimization
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

A considerable amount of research has been devoted to multi-objective optimization problems (MOPs). However, few studies have aimed at multiobjective large-scale optimization problems (MOLSOPs). To address MOLSOPs, which may involve big data, this paper proposes a...

A Kernel-Based Intuitionistic Fuzzy C-means Clustering Using Improved Multi-Objective Immune Algorithm
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Clustering algorithms have attracted a lot of attentions recently in the real-world applications. However, the traditional clustering algorithms still have plenty of defects which are not yet resolved. In this paper, a kernel based intuitionistic fuzzy C-means clustering using improved...

Two-Level Surrogate-Assisted Differential Evolution Multi-Objective Optimization of Electric Machines Using 3-D FEA
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

A two-level surrogate-assisted optimization algorithm is proposed for electric machine design using 3-D finite-element analysis (FEA). The algorithm achieves the optima with much fewer FEA evaluations than conventional methods. It is composed of interior and exterior levels. The...

Multi-Objective Evolutionary Algorithm Based On Non-Dominated Sorting and Bidirectional Local Search for Big Data
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

The improved differential evolutionary algorithm (EA) discussed in this paper is used to solve high-dimensional big data. Specifically, the algorithm improves population diversity by expanding the searching scope of the population, prevents premature deaths of the population through...

Improvement of multi-objective differential evolutionary algorithm and its application for Hybrid electric vehicles
2019 Edition, June 1, 2019 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Differential evolutionary algorithm (DE) is a practical and simple intelligent algorithm. Its improvement and application in multi objective problem is the main research of this paper. To improve the convergence speed and stability of DE, and use it to solve...

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