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Keywords: genetic algorithm
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Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 8A: 45th Mechanisms and Robotics Conference (MR), V08AT08A015, August 17–19, 2021
Paper No: DETC2021-69726
...- structural deformation evaluation. This article adapts a ) relations. compliant topology of a homogeneous beam configuration that exhibits zero stiffness behavior over a pre-established effective In this article, we concentrate on characterizing and region. The optimization by genetic algorithm generates...
Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A070, August 17–19, 2021
Paper No: DETC2021-70575
... connected to the functions. The rules serve as an objective and unambiguous basis of evaluating the fitness of function models developed by a genetic algorithm. The said algorithm and the rules are implemented in software code, which is used to both demonstrate and validate the efficacy of the rule-based...
Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 1: 23rd International Conference on Advanced Vehicle Technologies (AVT), V001T01A015, August 17–19, 2021
Paper No: DETC2021-71062
... and local buckling) are taken into account. The developed finite-element based model of the wheel is used to train a set of neural networks to approximate the objective functions and the design constraints to reduce the computational effort. A multi-objective genetic algorithm is adopted to obtain...
Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 1: 23rd International Conference on Advanced Vehicle Technologies (AVT), V001T01A017, August 17–19, 2021
Paper No: DETC2021-68469
... degradation related to battery usage and health learning; genetic algorithm; neural networks. [6][7][8], which is not discussed in the present research study. SOC is a key parameter in the modeling process of a lead-acid 1. INTRODUCTION battery when assessing its dynamic performance [9][10]. The invention...
Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 1: 23rd International Conference on Advanced Vehicle Technologies (AVT), V001T01A019, August 17–19, 2021
Paper No: DETC2021-71621
... and error approach [13]. energy converter. This paper presents an approach based on genetic algorithm ried out by the supervisory controller based on one or more ob- to tune the two equivalence factors, for charge and discharge jectives, such as minimizing the fuel consumption, emissions, phase, of the ECMS...
Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A027, August 17–19, 2021
Paper No: DETC2021-68487
... of the genetic algorithm, and greatly reduced computational effects achieved from the direct structure-performance mapping. The former optimization is carefully designed based on our recent theoretical insights, while the latter simulation is derived via a novel convolutional neural network based simulation...
Proceedings Papers

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A050, August 17–19, 2021
Paper No: DETC2021-69245
... Proceedings of the ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference IDETC-CIE2021 August 17-19, 2021, Virtual, Online DETC2021-69245 GENETIC ALGORITHM-BASED CLUSTERING METHOD TO FORMULATE STANDARD SPECIFICATIONS FOR MERCHANT...
Proceedings Papers

Proc. ASME. DETC97, Volume 2: 23rd Design Automation Conference, V002T29A039, September 14–17, 1997
Paper No: DETC97/DAC-3853
... the user reconfigures the manipulator to this optimal configuration, the controller and trajectory planner automatically adapt themselves to the new configuration so that the manipulator is ready for immediate deployment. task-based design modular manipulator genetic algorithm distributed agents...
Proceedings Papers

Proc. ASME. DETC98, Volume 6: 18th Computers in Engineering Conference, V006T06A071, September 13–16, 1998
Paper No: DETC98/CIE-5553
... for product distribution considering relevant constraints is identi ed using two optimization approaches: state space search and genetic algorithm. State space search is employed when search space is not large. Genetic algorithm, on the other hand, provides a robust mechanism for identifying the global...
Proceedings Papers

Proc. ASME. DETC98, Volume 6: 18th Computers in Engineering Conference, V006T06A078, September 13–16, 1998
Paper No: DETC98/CIE-5556
... for this objective. In this paper, a new fuzzy neural network (FNN) and an adaptive learning mechanism based on genetic algorithm has been proposed for modeling the fuzzy reasoning process and constructing an efficient adaptive fuzzy control systems. Experiment results show that the FNN is capable of modeling...
Proceedings Papers

Proc. ASME. DETC99, Volume 6: International Symposium on Motion and Vibration Control, 105-111, September 12–16, 1999
Paper No: DETC99/MOVIC-8412
... University, Katahira 2-1-1, Aoba-Ku, Sendai, Japan KEYWORDS: Flexible Robot Arm, Simultaneous Optimization, Genetic Algorithm ABSTRACT Integrated structure/control design of a one-link flexible robot aim is investigated in this paper. The aim consists of a tip mass, a flexible link and a hub and is driven...
Proceedings Papers

Proc. ASME. DETC99, Volume 7A: 17th Biennial Conference on Mechanical Vibration and Noise, 1161-1167, September 12–16, 1999
Paper No: DETC99/VIB-8264
... algorithms (GA). This method can simultaneously evaluate the bearing parameters and their working situations in the service environments of large rotating machinery. balancing rotor genetic algorithm optimization Proceedings of the 1999 ASME Design Engineering Technical Conferences September 12...
Proceedings Papers

Proc. ASME. IDETC-CIE2000, Volume 5: 14th Reliability, Stress Analysis, and Failure Prevention Conference; 7th Flexible Assembly Conference, 215-222, September 10–13, 2000
Paper No: DETC2000/FLEX-14464
...Abstract Abstract Genetic algorithms show particular promise for automated assembly planning. As a result, several recent research reports present genetic-algorithm-based mechanical-product assembly planners. However, genetic-algorithm-based assembly planners require an initial assembly...
Proceedings Papers

Proc. ASME. IDETC-CIE2001, Volume 1: 21st Computers and Information in Engineering Conference, 831-841, September 9–12, 2001
Paper No: DETC2001/CIE-21672
... Classification Genetic Algorithm State-space Search Optimization Proceedings of DETC'01 ASME 2001 Design Engineering Technical Conference and Computers and Information in Engineering Conference Pittsburgh, PA, September 9-12, 2001 DETC2001/CIE-21672 AN INTELLIGENT ZONE-BASED DELIVERY SCHEDULING APPROACH H...
Proceedings Papers

Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A062, August 17–19, 2020
Paper No: DETC2020-22664
..., logical and feature based rules. An updated evolutionary framework that incorporates these rules is also presented. Keywords: Function Model, Genetic Algorithm, Automation 1. INTRODUCTION AND MOTIVATION In the systematic design process, as introduced by Pahl and Beitz [1] in their seminal text...
Proceedings Papers

Proc. ASME. IDETC-CIE2019, Volume 9: 15th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, V009T12A029, August 18–21, 2019
Paper No: DETC2019-97479
..., and the steady state error. Employing metaheuristic optimization techniques is possible to find optimal solutions for the PID tuning multiobjective optimization problem with less computational cost. This paper presents the using of genetic algorithms as metaheuristic optimization technique for the tuning...
Proceedings Papers

Proc. ASME. IDETC-CIE2013, Volume 5: 25th International Conference on Design Theory and Methodology; ASME 2013 Power Transmission and Gearing Conference, V005T06A015, August 4–7, 2013
Paper No: DETC2013-12041
... Description Length, Genetic Algorithm 1. INTRODUCTION Architecting is the sub-step of conceptual design in which functional structures are embodied as principal solutions. In this sub-step, the architecting strategy, which may be integrated, modular, or hybrid, is decided and elaborated on. Architecting...
Proceedings Papers

Proc. ASME. IDETC-CIE2013, Volume 2A: 33rd Computers and Information in Engineering Conference, V02AT02A064, August 4–7, 2013
Paper No: DETC2013-13024
... of Information Technology, Design & Manufacturing Jabalpur, MP, INDIA pkhanna@iiitdmj.ac.in Puneet Tandon Professor, PDPM Indian Institute of Information Technology, Design & Manufacturing Jabalpur, MP, INDIA ptandon@iiitdmj.ac.in ABSTRACT The paper describes a prototype design system based on genetic algorithm...
Proceedings Papers

Proc. ASME. IDETC-CIE2012, Volume 1: 24th Conference on Mechanical Vibration and Noise, Parts A and B, 1219-1229, August 12–15, 2012
Paper No: DETC2012-70990
... This paper concerns optimal placement of discrete piezoelectric sensors and actuators for active vibration control, using a genetic algorithm based on minimization of linear quadratic index as an objective function. A new method is developed to get state space matrices for simple and complex structures...
Proceedings Papers

Proc. ASME. IDETC-CIE2012, Volume 1: 24th Conference on Mechanical Vibration and Noise, Parts A and B, 1115-1128, August 12–15, 2012
Paper No: DETC2012-70204
... is obtained by means of a genetic algorithm using minimization of linear quadratic index is taken as an objective function. The program is written in Matlab m-code and incorporates results from an ANSYS finite element model of the basic structure to take the effects of the first six modes of vibration...