Which algorithm is best for human resource allocation, when the human resource has more than one values, which defines his specialty? There can be resource role (developer, analyst, project manager) as well as skillset (knowledge of specific programming language,..).
https://www.researchgate.net/publication/283719870_Comparison_of_Search-Based_Software_Engineering_Algorithms_for_Resource_Allocation_Optimization
https://www.researchgate.net/publication/282649931_Project_resource_allocation_optimization_using_search_based_software_engineering_-_A_framework
https://www.researchgate.net/publication/271430829_Expertise_based_skill_management_model_for_effective_project_resource_allocation_under_stress_in_software_industry_of_Pakistan?ev=prf_pub
Article Comparison of Search-Based Software Engineering Algorithms f...
Conference Paper Project resource allocation optimization using search based ...
Conference Paper Expertise based skill management model for effective project...
The best human resource allocation algorithm is the genetic algorithm that provides:
- the continuous allocation of the relevant tasks.
- minimization of the developer multitasking time.
- a balance of allocation.
I think the Ant Colony Optimization algorithm is simple for implementation and leads to accurate solutions faster than others, especially for large scale problems. .
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