Matches in SemOpenAlex for { <https://semopenalex.org/work/W2275485461> ?p ?o ?g. }
- W2275485461 abstract "In order to design the controllers of tomorrow, a need has risen for tools that can aid in the design of these. A desire to use evolutionary computation as a tool to achieve that goal is what gave inspiration for the work contained in this thesis. After having studied the foundations of evolutionary computation, a choice was made to use multi-objective algorithms for the purpose of aiding in automatic controller design. More specifically, the choice was made to use the Non-dominated Sorting Genetic Algorithm II (NSGAII), which is one of the most potent algorithms currently in use, as the foundation for achieving the desired goal. While working with the algorithm, some issues arose which limited the use of the algorithm for unknown problems. These issues included the relative scale of the used fitness functions and the distribution of solutions on the optimal Pareto front. Some work has previously been done in this area using methods based on relative angles, utility functions, and projections and that work is what is extended in this thesis in order to cover a wider range of problems. This allows the NSGA-II to be transformed into a black-box optimization tool, which can be used for automatic controller design. However, because the field of evolutionary computation is relatively unknown in the field of control engineering, this thesis also includes a comprehensive introduction to the basic field of evolutionary computation as well as a description of how the field has previously been used for solving a variety of issues in control engineering." @default.
- W2275485461 created "2016-06-24" @default.
- W2275485461 creator A5038427226 @default.
- W2275485461 date "2005-01-01" @default.
- W2275485461 modified "2023-09-26" @default.
- W2275485461 title "Towards Automatic Controller Design using Multi-Objective Evolutionary Algorithms" @default.
- W2275485461 cites W108113315 @default.
- W2275485461 cites W122589581 @default.
- W2275485461 cites W12419631 @default.
- W2275485461 cites W126025123 @default.
- W2275485461 cites W133734051 @default.
- W2275485461 cites W135467449 @default.
- W2275485461 cites W136733805 @default.
- W2275485461 cites W139459125 @default.
- W2275485461 cites W140936717 @default.
- W2275485461 cites W1484756342 @default.
- W2275485461 cites W1487156102 @default.
- W2275485461 cites W1489818189 @default.
- W2275485461 cites W1495820173 @default.
- W2275485461 cites W1497256448 @default.
- W2275485461 cites W1499264356 @default.
- W2275485461 cites W1499464107 @default.
- W2275485461 cites W1499708035 @default.
- W2275485461 cites W1500872273 @default.
- W2275485461 cites W1504105319 @default.
- W2275485461 cites W1509930856 @default.
- W2275485461 cites W151404580 @default.
- W2275485461 cites W1520747883 @default.
- W2275485461 cites W1522470555 @default.
- W2275485461 cites W1525345475 @default.
- W2275485461 cites W1526815690 @default.
- W2275485461 cites W1528086147 @default.
- W2275485461 cites W1528214026 @default.
- W2275485461 cites W152952196 @default.
- W2275485461 cites W153832914 @default.
- W2275485461 cites W1540079003 @default.
- W2275485461 cites W1542586300 @default.
- W2275485461 cites W1546280294 @default.
- W2275485461 cites W1551773813 @default.
- W2275485461 cites W1576818901 @default.
- W2275485461 cites W1578990431 @default.
- W2275485461 cites W1582207801 @default.
- W2275485461 cites W1582514354 @default.
- W2275485461 cites W1584428002 @default.
- W2275485461 cites W1588879653 @default.
- W2275485461 cites W1590392546 @default.
- W2275485461 cites W1595498733 @default.
- W2275485461 cites W1595879989 @default.
- W2275485461 cites W1598076857 @default.
- W2275485461 cites W1606791384 @default.
- W2275485461 cites W1612554051 @default.
- W2275485461 cites W1621748325 @default.
- W2275485461 cites W1621946903 @default.
- W2275485461 cites W1624018156 @default.
- W2275485461 cites W1626834557 @default.
- W2275485461 cites W1683262040 @default.
- W2275485461 cites W1707788465 @default.
- W2275485461 cites W1758646641 @default.
- W2275485461 cites W177891611 @default.
- W2275485461 cites W1800035867 @default.
- W2275485461 cites W1825909828 @default.
- W2275485461 cites W1846198082 @default.
- W2275485461 cites W1849686430 @default.
- W2275485461 cites W1852669982 @default.
- W2275485461 cites W1867389601 @default.
- W2275485461 cites W1873166355 @default.
- W2275485461 cites W1879433572 @default.
- W2275485461 cites W1891823799 @default.
- W2275485461 cites W1905814852 @default.
- W2275485461 cites W1940887904 @default.
- W2275485461 cites W1957430778 @default.
- W2275485461 cites W1960520863 @default.
- W2275485461 cites W1965131791 @default.
- W2275485461 cites W1978175161 @default.
- W2275485461 cites W1981793909 @default.
- W2275485461 cites W1986739933 @default.
- W2275485461 cites W1987985365 @default.
- W2275485461 cites W1993530334 @default.
- W2275485461 cites W2000837597 @default.
- W2275485461 cites W2006735272 @default.
- W2275485461 cites W2009238417 @default.
- W2275485461 cites W2028919895 @default.
- W2275485461 cites W202915551 @default.
- W2275485461 cites W2035338938 @default.
- W2275485461 cites W2042693611 @default.
- W2275485461 cites W2043520545 @default.
- W2275485461 cites W2044026582 @default.
- W2275485461 cites W2050414985 @default.
- W2275485461 cites W2057394260 @default.
- W2275485461 cites W2058269445 @default.
- W2275485461 cites W2059718731 @default.
- W2275485461 cites W2063609669 @default.
- W2275485461 cites W2066560948 @default.
- W2275485461 cites W2075579121 @default.
- W2275485461 cites W2089419496 @default.
- W2275485461 cites W2092002659 @default.
- W2275485461 cites W2093617232 @default.
- W2275485461 cites W2095745216 @default.
- W2275485461 cites W2095931235 @default.
- W2275485461 cites W2095932189 @default.