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• W1582207801 abstract "Genetic algorithms (GAs) are stochastic search techniques inspired by the principles of natural selection and natural genetics which have revealed a numberof characteristics particularly useful for applications in optimization, engineering, and computer science, among other fields. In control engineering, they havefound application mainly in problems involving functions difficult to characterizemathematically or known to present difficulties to more conventional numericaloptimizers, as well as problems involving non-numeric and mixed-type variables.In addition, they exhibit a large degree of parallelism, making it possible to effectively exploit the computing power made available through parallel processing.Despite their early recognized potential for multiobjective optimization (almost all engineering problems involve multiple, often conflicting objectives), genetic algorithms have, for the most part, been applied to aggregations of theobjectives in a single-objective fashion, like conventional optimizers. Althoughalternative approaches based on the notion of Pareto-dominance have been suggested, multiobjective optimization with genetic algorithms has received comparatively little attention in the literature.In this work, multiobjective optimization with genetic algorithms is reinterpreted as a sequence of decision making problems interleaved with search steps,in order to accommodate previous work in the field. A unified approach to multiple objective and constraint handling with genetic algorithms is then developedfrom a decision making perspective and characterized, with application to control system design in mind. Related genetic algorithm issues, such as the abilityto maintain diverse solutions along the trade-off surface and responsiveness toon-line changes in decision policy, are also considered.The application of the multiobjective GA to three realistic problems in optimal controller design and non-linear system identification demonstrates the ability of the approach to concurrently produce many good compromise solutions in asingle run, while making use of any preference information interactively suppliedby a human decision maker. The generality of the approach is made clear by thevery different nature of the two classes of problems considered." @default.
• W1582207801 created "2016-06-24" @default.
• W1582207801 creator A5038504776 @default.
• W1582207801 date "1995-01-01" @default.
• W1582207801 modified "2023-09-28" @default.
• W1582207801 title "Multiobjective genetic algorithms with application to control engineering problems." @default.
• W1582207801 cites W129986153 @default.
• W1582207801 cites W143010625 @default.
• W1582207801 cites W1486199311 @default.
• W1582207801 cites W1497256448 @default.
• W1582207801 cites W1497734866 @default.
• W1582207801 cites W1506680083 @default.
• W1582207801 cites W1511493290 @default.
• W1582207801 cites W1512904248 @default.
• W1582207801 cites W1514875444 @default.
• W1582207801 cites W1515150756 @default.
• W1582207801 cites W1527185044 @default.
• W1582207801 cites W1532399581 @default.
• W1582207801 cites W1537768638 @default.
• W1582207801 cites W1540838551 @default.
• W1582207801 cites W1546280294 @default.
• W1582207801 cites W1551168411 @default.
• W1582207801 cites W1554702953 @default.
• W1582207801 cites W1555154718 @default.
• W1582207801 cites W1567738939 @default.
• W1582207801 cites W1568845561 @default.
• W1582207801 cites W1569854195 @default.
• W1582207801 cites W1570270745 @default.
• W1582207801 cites W1572140472 @default.
• W1582207801 cites W1572960541 @default.
• W1582207801 cites W1580160831 @default.
• W1582207801 cites W1586015540 @default.
• W1582207801 cites W1598457486 @default.
• W1582207801 cites W164278267 @default.
• W1582207801 cites W1745477558 @default.
• W1582207801 cites W177891611 @default.
• W1582207801 cites W1798337343 @default.
• W1582207801 cites W1905847227 @default.
• W1582207801 cites W1965131791 @default.
• W1582207801 cites W1971977356 @default.
• W1582207801 cites W2000837597 @default.
• W1582207801 cites W2012041274 @default.
• W1582207801 cites W2020009149 @default.
• W1582207801 cites W2027945080 @default.
• W1582207801 cites W2028847290 @default.
• W1582207801 cites W204446816 @default.
• W1582207801 cites W2045664951 @default.
• W1582207801 cites W2047300651 @default.
• W1582207801 cites W2053313344 @default.
• W1582207801 cites W2054155441 @default.
• W1582207801 cites W2065693291 @default.
• W1582207801 cites W2066691774 @default.
• W1582207801 cites W207223400 @default.
• W1582207801 cites W2075319581 @default.
• W1582207801 cites W2080438131 @default.
• W1582207801 cites W2091874430 @default.
• W1582207801 cites W2099819212 @default.
• W1582207801 cites W2101376420 @default.
• W1582207801 cites W2102380305 @default.
• W1582207801 cites W2116661285 @default.
• W1582207801 cites W2121365620 @default.
• W1582207801 cites W2126926002 @default.
• W1582207801 cites W2135864487 @default.
• W1582207801 cites W2137873209 @default.
• W1582207801 cites W2140066605 @default.
• W1582207801 cites W2146468668 @default.
• W1582207801 cites W2151203108 @default.
• W1582207801 cites W2155019998 @default.
• W1582207801 cites W2156728410 @default.
• W1582207801 cites W2166843422 @default.
• W1582207801 cites W2235047952 @default.
• W1582207801 cites W2261054240 @default.
• W1582207801 cites W2279010350 @default.
• W1582207801 cites W2785844992 @default.
• W1582207801 cites W2798909945 @default.
• W1582207801 cites W2914554951 @default.
• W1582207801 cites W2915005354 @default.
• W1582207801 cites W2982249366 @default.
• W1582207801 cites W2997219941 @default.
• W1582207801 cites W3023540311 @default.
• W1582207801 cites W580032574 @default.
• W1582207801 cites W77512158 @default.
• W1582207801 cites W87053139 @default.
• W1582207801 cites W89155714 @default.
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• W1582207801 hasPublicationYear "1995" @default.
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