Determining the best practice – Optimal designs of composite helical structures using Genetic Algorithms

نویسندگان

چکیده

Composite helical structures (CHSs) can store and release strain energy through elastic deformation, which have been used in automobile aerospace structures. The compressive stiffness to weight ratio is the core design of these structures, requiring an optimal geometric configuration. Seven state-of-the-art Genetic Algorithms were employed benchmarked optimise two conflicting objectives, maximising while minimising weight. All variables that having effects on CHSs had considered, are helix angle, number active coils, diameter, outer inner diameter cross-section, ply angle. A quantitative analysis method, mimicked inverted generational distance (mIGD), was determine best practice Algorithms. This study shows selection Algorithm crucial multi-objective evolutionary algorithm based decomposition (MOEA/D) solver searching designs maximum minimum

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Improving Pareto Optimal Designs Using Genetic Algorithms

1 Abstract Pareto optimal designs are the best designs that can be produced for a given problem formulation for a given set of criteria when the criteria are not combined in any way. If the goal is to improve the performance in those criteria then it is possible to manipulate the problem formulation to achieve an improvement. The approach adopted is to encode the formulation in a genetic algori...

متن کامل

buckling of viscoelastic composite plates using the finite strip method

در سال های اخیر، تقاضای استفاده از تئوری خطی ویسکوالاستیسیته بیشتر شده است. با افزایش استفاده از کامپوزیت های پیشرفته در صنایع هوایی و همچنین استفاده روزافزون از مواد پلیمری، اهمیت روش های دقیق طراحی و تحلیل چنین ساختارهایی بیشتر شده است. این مواد جدید از خودشان رفتارهای مکانیکی ارائه می دهند که با تئوری های الاستیسیته و ویسکوزیته، نمی توان آن ها را توصیف کرد. این مواد، خواص ویسکوالاستیک دارند....

Optimal Designs Using CP Algorithms

A general algorithmic approach to the construction of optimal designs, using the columnwise-pairwise (CP) procedures, was recently proposed (Li and Wu 1995; Li 1996a). This presentation shows several areas to which the new techniques can be applied: optimal non-orthogonal designs, design repair problem, optimal mixed-level designs, and optimal Latin-hypercubes. Each optimal design is constructe...

متن کامل

Design using Genetic Algorithms -- Some Results for Composite Material Structures

This paper reviews an approach to design using Genetic Algorithms as applied to the domain of composite material structures. We first discuss the concept of a Genetic Algorithm (GA) and the role it can play in design, namely as an evolutionary search optimizer based on simulation results. We then discuss the composite structure design problem and how GA’s can be used for design in this domain. ...

متن کامل

A COMPARATIVE STUDY FOR THE OPTIMAL DESIGN OF STEEL STRUCTURES USING CSS AND ACSS ALGORITHMS

In this article, an Advanced Charged System Search (ACSS) algorithm is applied for the optimum design of steel structures. ACSS uses the idea of Opposition-based Learning and Levy flight to enhance the optimization abilities of the standard CSS. It also utilizes the information of the position of each charged particle in the subsequent search process to increase the convergence speed. The objec...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Composite Structures

سال: 2021

ISSN: ['0263-8223', '1879-1085']

DOI: https://doi.org/10.1016/j.compstruct.2021.113982