Hemophilia is caused by a mutation—likely spontaneous in Victoria‘s case—on the X chromosome and can be passed along the maternal line of families.

The framework is given for solving combinatorial optimization problems with Line up Competition Algorithm (LCA), and the two principles of determining mutation neighbor region is presented.

The multi-objective line search operator interacts with selected operator, crossover operator and mutation operator, making global searching and local searching be well actualized.