TDMA time slot and turn optimization with evolutionary search techniques

@inproceedings{citeulike:613703, abstract = {In this paper we present arithmetic real-coded variation operators tailored for time slot and turn optimization on TDMA-scheduled resources with evolutionary algorithms. Our operators implement an heuristic strategy to converge towards the solution space and are able to escape local minima. Furthermore, we explicitly separate the variation of the admitted loads and the turn-length in order to give the designer increased control over the optimization process. Experimental results show that our variation operators have advantages over string-coded binary variation operators which are frequently used to solve continuous optimization problems.}, author = {Hamann, A. and Ernst, R. }, citeulike-article-id = {613703}, journal = {Design, Automation and Test in Europe, 2005. Proceedings}, keywords = {evolutionaryalgorithm}, pages = {312--317 Vol. 1}, posted-at = {2006-05-04 19:27:53}, priority = {2}, title = {TDMA time slot and turn optimization with evolutionary search techniques}, url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=1395578}, year = {2005} }

TY - CONF ID - citeulike:613703 L3 - citeulike-article-id:613703 N2 - In this paper we present arithmetic real-coded variation operators tailored for time slot and turn optimization on TDMA-scheduled resources with evolutionary algorithms. Our operators implement an heuristic strategy to converge towards the solution space and are able to escape local minima. Furthermore, we explicitly separate the variation of the admitted loads and the turn-length in order to give the designer increased control over the optimization process. Experimental results show that our variation operators have advantages over string-coded binary variation operators which are frequently used to solve continuous optimization problems. JF - Design, Automation and Test in Europe, 2005. Proceedings EP - 317 Vol. 1 TI - TDMA time slot and turn optimization with evolutionary search techniques SP - 312 KW - evolutionaryalgorithm AU - Hamann, A AU - Ernst, R PY - 2005/// UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1395578 ER -