Titlebook: Genetic and Evolutionary Computation — GECCO 2003; Genetic and Evolutio Erick Cantú-Paz,James A. Foster,Julian Miller Conference proceeding

不如樂死去

ERA: An Algorithm for Reducing the Epistasis of SAT Problemsby rearranging the variables to satisfy the condition that the most related ones are in closer positions inside the chromosome..Results of experimentation demonstrated that the proposed combined approach outperforms GA in all the tests accomplished.

恃強(qiáng)凌弱

Learning a Procedure That Can Solve Hard Bin-Packing Problems: A New GA-Based Approach to Hyper-heurblems, the learned procedure finds an optimal solution for nearly 80% of them, and for the rest produces an answer very close to optimal. When compared with its own constituent heuristics, it ranks first in 98% of the problems.

Negligible

A Survey on Chromosomal Structures and Operators for Exploiting Topological Linkages of Genes three models: static linkage model, adaptive linkage model, and evolvable linkage model. We also provide an overview on the chromosomal structures, encodings, and operators supporting each of the models.

diskitis

EC Theory: A Unified Viewpointsparate elements and alter the standard taxonomic classification of EC and different EC theories. As an illustration we emphasize one particular coordinate transformation between the standard string basis and the “Building Block” basis.

ALERT

JOG

Dimensionality Reduction via Genetic Value Clusteringith respect to the number of items in partitioning, as compared to original idea of Park and Song. We apply developed algorithms and study their effectiveness for DNA fingerprinting in population genetics and text categorization.

Infusion

The Virtual Gene Genetic Algorithmalized in the vgGA to values that do not necessarily correspond to positions between bits or digits of another base, thus implementing .. Preliminary results that indicate that the vgGA outperforms a GA with binary linear chromosomes on integer and real valued problems where the underlying structure is not binary are presented.

心神不寧

TATE

Dementiezorg in de praktijk, deel 1-to-large problems, BB mixing – instead of BB decision making and BB supply – bounds the population size required to obtain a solution of constant quality. Furthermore, the population sizing for single-point crossover scales as . (2...), where . is the BB size, and . is the number of BBs.

SUGAR