Journal ArticleDOI
Response surface approximation of Pareto optimal front in multi-objective optimization
TLDR
A systematic approach to approximate the Pareto optimal front (POF) by a response surface approximation is presented, and the approximated POF can help visualize and quantify trade-offs among objectives to select compromise designs.About:
This article is published in Computer Methods in Applied Mechanics and Engineering.The article was published on 2007-01-01. It has received 269 citations till now. The article focuses on the topics: Multi-objective optimization.read more
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Surrogate-based Analysis and Optimization
Nestor V. Queipo,Raphael T. Haftka,Wei Shyy,Tushar Goel,Rajkumar Vaidyanathan,P. Kevin Tucker +5 more
TL;DR: The multi-objective optimal design of a liquid rocket injector is presented to highlight the state of the art and to help guide future efforts.
Journal ArticleDOI
Evolutionary Optimization of Computationally Expensive Problems via Surrogate Modeling
TL;DR: The essential backbone of the framework is an evolutionary algorithm coupled with a feasible sequential quadratic programming solver in the spirit of Lamarckian learning that leverages surrogate models for solving computationally expensive design problems with general constraints on a limited computational budget.
Journal ArticleDOI
Intercalation-Induced Stress and Heat Generation within Single Lithium-Ion Battery Cathode Particles
TL;DR: In this article, the authors combined analyses of transport and kinetics in determining resulting stresses, which arise from concentration gradients in cathode particles, and heat generation, and found that intercalation-induced stress and time-averaged resistive heat generation rate increase with particle radius and potential sweep rate.
Journal ArticleDOI
Large Eddy Simulation of turbulent vortex-cavitation interactions in transient sheet/cloud cavitating flows
Biao Huang,Yu Zhao,Guoyu Wang +2 more
TL;DR: In this paper, the influence of sheet/cloud cavitation on the hydrodynamic coefficients and surrounding flow turbulent structures was quantified for a 3D Clark-Y hydrofoil fixed at an angle of attack of α = 8 degrees at a moderate Reynolds number.
Journal ArticleDOI
State-of-the-art in aerodynamic shape optimisation methods
TL;DR: This review provides comprehensive but straightforward insight for non-specialists and reference detailing the current state for specialist practitioners by analysing the limitations, drawbacks, and the benefits of the most utilised optimisation approaches.
References
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Book
Genetic algorithms in search, optimization, and machine learning
TL;DR: In this article, the authors present the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields, including computer programming and mathematics.
Genetic algorithms in search, optimization and machine learning
TL;DR: This book brings together the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.
Book
Multi-Objective Optimization Using Evolutionary Algorithms
Kalyanmoy Deb,Deb Kalyanmoy +1 more
TL;DR: This text provides an excellent introduction to the use of evolutionary algorithms in multi-objective optimization, allowing use as a graduate course text or for self-study.