The Application of Chaos Immune Genetic Algorithm in Sequencing Problem of Sports Meeting
Available Online July 2013.
- https://doi.org/10.2991/cse.2013.3How to use a DOI?
- Sequencing, Traveling salesman, Chaos, Genetic algorithm, Immune algorithm
- The sequencing of sports meeting is quite complicated due to the huge number of people and events. A new immune genetic algorithm aiming at solving the sports meeting sequencing problem is proposed in this paper, namely the chaos immune genetic algorithm, which combines the immune algorithm, chaos algorithm and genetic algorithm together. It generates the initial population by ergodic property and randomness of chaotic motion to speed up search, and adds new chaotic sequence by concentration calculation and adjustment of immune principle to supplement populations and increase population diversity so as to avoid trapping in local optimum. Local optimization is conducted after crossover and mutation by chaos near the optimal solution to improve the accuracy of solution. Experimental results show that this algorithm can quickly find the optimal solution and better accomplish its application in sequencing problem of sports meeting.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Ying Pan PY - 2013/07 DA - 2013/07 TI - The Application of Chaos Immune Genetic Algorithm in Sequencing Problem of Sports Meeting BT - 2nd International Conference on Advances in Computer Science and Engineering (CSE 2013) PB - Atlantis Press SP - 9 EP - 12 SN - 1951-6851 UR - https://doi.org/10.2991/cse.2013.3 DO - https://doi.org/10.2991/cse.2013.3 ID - Pan2013/07 ER -