Predetermined versus learned linkage models
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Evolvability analysis of the linkage tree genetic algorithm
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
A hybrid evolutionary approach with search strategy adaptation for mutiobjective optimization
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Hierarchical problem solving with the linkage tree genetic algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
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These proceedings contain the papers presented at the 13th Annual Genetic and Evolutionary Computation Conference (GECCO-2011), held in Dublin, Ireland, July 12-16, 2011. This year, we received 686 submissions, the highest number of submissions since GECCO was born in 1999, of which 261 were accepted as full eight-page publication with 25 minute oral presentation during the conference. This corresponds to an acceptance rate of 38%, the lowest so far since 1999. In addition, 136 submissions (20%) were accepted for poster presentation with two-page abstracts in the proceedings. GECCO adheres to the "one conference, many mini-conferences" philosophy. This year, there were seventeen separate tracks that operated independently from each other. Fifteen of these tracks are longstanding GECCO features. Two "New Frontiers Tracks (NFT)" were selected from several proposals we received from the community. The purpose of the NFTs is to push the envelope and encourage our community to widen its horizons and seek new, perhaps interdisciplinary, challenges and opportunities. Thus, this GECCO includes a new track on Digital Entertainment Technologies and Arts and the Self-* Search NFT. All tracks had two track chairs and individual program committees. To ensure an unbiased reviewing process, all reviews were conducted double blind; no authors' names were revealed to the reviewers (or vice versa). About 560 researchers participated in the reviewing process. We want to thank them for all their hard work reviewing a record number of papers. Their work is absolutely vital to ensure the high quality of the conference and its long-term sustainability. In addition to the presentation of the papers contained in these proceedings, GECCO-2011 also included 31 free tutorials, 12 workshops (involving 92 papers), the "Humies" awards for human-competitive results, the new GECCO Industrial Challenge, 2 sessions on Evolutionary Computation in Practice, and 5 competitions.