Migrating Birds Optimization algorithm is improved for task allocation problem.
A problem-specific neighboring function for task allocation problem is designed.
To evaluate the solution quality, problem is solved by a quadratic programming tool.
Performance of the algorithm is compared with 3 recent stochastic search algorithms.