Grid-Enabled Mutation-Based Genetic Algorithm to Optimise Nuclear Fusion Devices

Fusion community is becoming more important as long as fusion energy is considered the next generation of energy. However, many problems are presented in fusion devices. One of these problems consists of improving the equilibrium of confined plasma. Some modelling tools can be used to improve the equilibrium, but the computational cost of these tools and the number of different configurations to simulate make impossible to perform the required tests to obtain optimal designs. With grid computing we have the computational resources needed for running all these tests and with genetic algorithms (GAs) we can look for an approximate result without exploring all the solution space. This work joins all these ideas. The obtained results are very encouraging.

[1]  Zbigniew Michalewicz,et al.  Genetic Algorithms + Data Structures = Evolution Programs , 2000, Springer Berlin Heidelberg.

[2]  Hans-Paul Schwefel,et al.  Parallel Problem Solving from Nature — PPSN IV , 1996, Lecture Notes in Computer Science.

[3]  Kenneth A. De Jong,et al.  An Analysis of the Effects of Neighborhood Size and Shape on Local Selection Algorithms , 1996, PPSN.

[4]  Zbigniew Michalewicz,et al.  Genetic Algorithms + Data Structures = Evolution Programs , 1996, Springer Berlin Heidelberg.

[5]  藤田 順治 Kenro Miyamoto著, Fundamentals of Plasma Physics and Controlled Fusion (Iwanami Book Service Center, B5版, 401頁, 1997年, 定価5,500円) , 1998 .

[6]  Kenro Miyamoto,et al.  Fundamentals of Plasma Physics and Controlled Fusion , 2000 .

[7]  Claudia Leopold,et al.  Parallel and distributed computing , 2000 .

[8]  Rafael Martí,et al.  Scatter Search: Diseño Básico y Estrategias avanzadas , 2002, Inteligencia Artif..

[9]  David E. Goldberg,et al.  The Design of Innovation: Lessons from and for Competent Genetic Algorithms , 2002 .

[10]  Francine Berman,et al.  Grid Computing: Making the Global Infrastructure a Reality , 2003 .

[11]  Ian Foster,et al.  The Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition , 1998, The Grid 2, 2nd Edition.

[12]  Paul Bellan,et al.  Fundamentals of Plasma Physics , 2006 .

[13]  J. Freidberg,et al.  Plasma Physics and Fusion Energy , 2007 .

[14]  Miguel A. Vega-Rodríguez,et al.  Grid Computing in Order to Implement a Three-Dimensional Magnetohydrodynamic Equilibrium Solver for Plasma Confinement , 2008, 16th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP 2008).