... evolutionary algorithms. IEEE Trans. Evol. Comput. 19(6), 777–792 (2014) 7. Droste, S., Jansen, T., Wegener, I.: On the analysis ... Runtime analysis for continuous (1+1) evolutionary algorithm based on average gain model. Scientia ...
This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP ...
In this book the author provides an introduction to the methods used to analyze evolutionary algorithms and other randomized search heuristics.
This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms.
... analysis methods applied to model runtime distributions of algorithms for solving decision problems. The method presented has a potential impact not only on the analysis but also on the im- provement of the algorithms themselves, as it ...
This book constitutes the thoroughly refereed post-conference proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2014, held in Granada, Spain, in April 2014, colocated with the Evo* ...
The two volumes LNCS 9597 and 9598 constitute the refereed conference proceedings of the 19th European Conference on the Applications of Evolutionary Computation, EvoApplications 2016, held in Porto, Portugal, in March/April 2016, co ...
... framework II : Im- proving GA performance at virtually zero cost . In S. Forrest , editor , Proc . of the ... An Analysis of the Behavior of a Class of Genetic Adaptive Systems . PhD thesis , University of Michigan , 1975. Ann ...
This book emphasizes the importance of discovering comprehensible, interesting knowledge, which is potentially useful for intelligent decision making. The text explains both basic concepts and advanced topics
Recently there have been considerable efforts to address this issue. This book presents a range of those efforts, divided into four parts.