A specialized genetic algorithm for numerical optimization problems

Cezary Z. Janikow; Zbigniew Michalewicz

doi:10.1109/TAI.1990.130441

A specialized genetic algorithm for numerical optimization problems

Research output: Contribution to journal › Article › peer-review

Abstract

A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.

Original language	American English
Journal	IEEE Transactions on Applications and Industry
DOIs	https://doi.org/10.1109/TAI.1990.130441
State	Published - Jan 1 1990
Externally published	Yes

Disciplines

Applied Mathematics
Theory and Algorithms
Computer Sciences

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10.1109/TAI.1990.130441License: Unspecified

Cite this

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title = "A specialized genetic algorithm for numerical optimization problems",

abstract = " A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined. ",

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AU - Michalewicz, Zbigniew

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Y1 - 1990/1/1

N2 - A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.

AB - A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.

UR - http://ieeexplore.ieee.org/document/130441/

U2 - 10.1109/TAI.1990.130441

DO - 10.1109/TAI.1990.130441

M3 - Article

JO - IEEE Transactions on Applications and Industry

JF - IEEE Transactions on Applications and Industry

ER -

A specialized genetic algorithm for numerical optimization problems

Abstract

Disciplines

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