Multicriteria Analysis in Engineering

Statnikov, Roman B.; Matusov, Joseph B.

doi:10.1007/978-94-015-9968-9

Cited by 54 publications

(66 citation statements)

References 7 publications

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“…The PSI method is based on the search of the parallelepiped Π with points of uniformly distributed sequences (e.g., LPτ sequences), see [1,2,7,14] …”

Section: Construction Of Feasible and Pareto Optimal Sets With Tmentioning

confidence: 99%

“…The references [1][2][3][6][7][8][9][10]14] discuss similar multicriteria problems of improving a prototype of vehicles, machine tools and their units, parafoilload delivery system, controllable descending system, etc. For example, after road, bench, full-scale and other tests, improving some important characteristics of a car is necessary.…”

Section: Introductionmentioning

confidence: 99%

“…In the first stage, on the basis of different tests it is necessary to identify the mathematical model of the object and to determine its parameters. To this end, we can solve an identification problem, where we work with particular adequacy (proximity) criteria 1 . The questions of multicriteria identification and adequacy of mathematical models are discussed in detail in [1,2].…”

Section: Introductionmentioning

confidence: 99%

“…To this end, we can solve an identification problem, where we work with particular adequacy (proximity) criteria 1 . The questions of multicriteria identification and adequacy of mathematical models are discussed in detail in [1,2]. In the second stage, an expert formulates and solves the multicriteria optimization problem using performance criteria and the mathematical model whose adequacy was established in the first stage.…”

Section: Introductionmentioning

confidence: 99%

“…We propose to solve the problem of improving the prototype by determining the feasible solution set via the Parameter Space Investigation (PSI) method that is widely used in various fields of industry, science, and technology [1,2,4,7,14]. Furthermore, we introduce tools for visualization that will guide experts in analyzing this problem.…”

Section: Introductionmentioning

confidence: 99%

See 4 more Smart Citations

Visualization Tools for Multicriteria Analysis of the Prototype Improvement Problem

Statnikov

Anıl

Bordetsky

et al. 2007

2007 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making

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-One of the basic engineering optimization problems is the problem of improving a prototype. This problem is constantly encountered by industrial and academic organizations that produce and design various objects (e.g., motor vehicles, machine tools, ships, and aircraft). This paper presents an approach for improving a prototype by construction of the feasible and Pareto sets while performing multicriteria analysis. We introduce visualization methods that facilitate constructing the feasible and Pareto sets. Using these techniques, an expert can correctly state and solve the problem under consideration in a series of dialogs with the computer. Finally, we present a case study of applying these methods to a problem of improving a prototype of the ship.

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“…The PSI method is based on the search of the parallelepiped Π with points of uniformly distributed sequences (e.g., LPτ sequences), see [1,2,7,14] …”

Section: Construction Of Feasible and Pareto Optimal Sets With Tmentioning

confidence: 99%