journal article·2013-10-25

Generalized evolutionary optimum design of fiber-reinforced tire belt structure

J.R. Cho, J.H. Lee, K.W. Kim, S.B. Lee

Steel and Composite Structures· Volume 15· Issue 4
Publisher page

Abstract

This paper deals with the multi-objective optimization of tire reinforcement structures such as the tread belt and the carcass path. The multi-objective functions are defined in terms of the discrete-type design variables and approximated by artificial neutral network, and the sensitivity analyses of these functions are replaced with the iterative genetic evolution. The multi-objective optimization algorithm introduced in this paper is not only highly CPU-time-efficient but it can also be applicable to other multi-objective optimization problems in which the objective function, the design variables and the constraints are not continuous but discrete. Through the illustrative numerical experiments, the fiber-reinforced tire belt structure is optimally tailored. The proposed multi-objective optimization algorithm is not limited to the tire reinforcement structure, but it can be applicable to the generalized multi-objective structural optimization problems in various engineering applications.
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Research context

OpenAlex topics: Topology Optimization in Engineering · Mechanical Engineering and Vibrations Research · Advanced Multi-Objective Optimization Algorithms

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

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