SOMA T3A for Solving the 100-Digit Challenge

In this paper, we address 10 basic test functions of the 100-Digit Challenge of the SEMCCO 2019 & FANCCO 2019 Competition by using team-to-team adaptive seft-organizing migrating algorithm - SOMA T3A with many improvements in the Organization, Migration, and Update process, as well as the linear adaptive PRT and the cosine-based adaptive Step. The results obtained from the algorithm on the 100-Digit Challenge are very promising with 93 points in total.

[1]  Kusum Deep,et al.  A self-organizing migrating genetic algorithm for constrained optimization , 2008, Appl. Math. Comput..

[2]  Seema Agrawal,et al.  Modified Nelder-Mead self organizing migrating algorithm for function optimization and its application , 2017, Appl. Soft Comput..

[3]  Leandro dos Santos Coelho,et al.  An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect , 2010 .

[4]  Zhiyi Lin,et al.  Hybrid self-organizing migrating algorithm based on estimation of distribution , 2014 .

[5]  Dipti Singh,et al.  Hybridization of Self Organizing Migrating Algorithm with Quadratic Approximation and Non Uniform Mutation for Function Optimization , 2014, SocProS.

[6]  Quoc Bao Diep Self-Organizing Migrating Algorithm Team To Team Adaptive – SOMA T3A , 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

[7]  Roman Senkerik,et al.  An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and to Catch the Moving Target , 2019, ICAISC.

[8]  Ivan Zelinka,et al.  Self-organizing migrating algorithm for the 100-digit challenge , 2019, GECCO.

[9]  Ali Wagdy Mohamed,et al.  Solving large-scale global optimization problems using enhanced adaptive differential evolution algorithm , 2017 .

[10]  Milan Adamek,et al.  Single and double layer spiral planar inductors optimisation with the aid of self-organising migrating algorithm , 2011 .

[11]  Ivan Zelinka,et al.  Self-Organizing Migrating Algorithm Pareto , 2019 .

[12]  Kusum Deep,et al.  A new hybrid Self Organizing Migrating Genetic Algorithm for function optimization , 2007, 2007 IEEE Congress on Evolutionary Computation.

[13]  Seema Agrawal,et al.  Self organizing migrating algorithm with quadratic interpolation for solving large scale global optimization problems , 2016, Appl. Soft Comput..

[14]  Michal Pluhacek,et al.  Complex Network Analysis of Discrete Self-organising Migrating Algorithm , 2014 .

[15]  Ivan Zelinka,et al.  Obstacle Avoidance for Swarm Robot Based on Self-Organizing Migrating Algorithm , 2019 .

[16]  P. Alotto,et al.  Electromagnetic Optimization Using a Cultural Self-Organizing Migrating Algorithm Approach Based on Normative Knowledge , 2009, IEEE Transactions on Magnetics.

[17]  Ivan Zelinka,et al.  SOMA—Self-organizing Migrating Algorithm , 2016 .