Optimization of resource allocation and leveling using genetic algorithms

T Hegazy - Journal of construction engineering and management, 1999 - ascelibrary.org
… Due to the complexity of projects, resource allocation and leveling have been dealt with as …
are proposed to resource allocation and leveling heuristics, and the Genetic Algorithms (GAs) …

An effective genetic algorithm approach to multiobjective resource allocation problems (MORAPs)

MS Osman, MA Abo-Sinna, AA Mousa - Applied Mathematics and …, 2005 - Elsevier
… possibility of using genetic algorithms (GAs) to solve multiobjective resource allocation
problems (… results for multiobjective resource allocation problems (MORAP) shows that genetic

A robust genetic algorithm for resource allocation in project scheduling

J Alcaraz, C Maroto - Annals of operations Research, 2001 - Springer
genetic algorithms for resource allocation in project scheduling. In this work we present a
robust genetic algorithm for the single-mode resource … , we evaluate our genetic algorithm and …

Energy efficient resource allocation for 5G heterogeneous networks using genetic algorithm

X Qi, S Khattak, A Zaib, I Khan - IEEE Access, 2021 - ieeexplore.ieee.org
resource allocation method is proposed in this paper that is comprised of two steps: i) RBs
allocation … based resource allocation scheme to solve the EE maximization problem. The RBs …

Optimal testing-resource allocation with genetic algorithm for modular software systems

YS Dai, M Xie, KL Poh, B Yang - Journal of Systems and software, 2003 - Elsevier
… issue is to allocate the limited testing resources to achieve … a genetic algorithm for
testing-resource allocation problems … in the testing-resource allocation problems. The approach is …

Optimization of resource allocation in construction using genetic algorithms

Y Liu, S Zhao, X Du, S Li - 2005 international conference on …, 2005 - ieeexplore.ieee.org
… So resource allocation is of great importance to construction project … of resources on a
construction project. This paper presents a genetic algorithm model for resource allocation. …

Optimizing resource allocation for virtualized network functions in a cloud center using genetic algorithms

W Rankothge, F Le, A Russo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… , we present an improved version of our GP resource allocation algorithms that use more
effective genetic operations, conduct an extended evaluation of these algorithms, and discuss a …

An experimental study on genetic algorithms for resource allocation on grid systems

F Xhafa, L Barolli, A Durresi - Journal of Interconnection Networks, 2007 - World Scientific
… A challenging problem in such systems is the allocation of jobs to resources that minimizes
… study on Genetic Algorithms (GAs) for scheduling independents jobs to Grid resources based …

Genetic algorithm for quality of service based resource allocation in cloud computing

P Devarasetty, S Reddy - Evolutionary Intelligence, 2021 - Springer
… an optimal resource allocation method by considering the deployment cost and QoS
requirements as the major objectives. The proposed algorithm uses the genetic algorithm for finding …

An efficient resource allocation approach based on a genetic algorithm for composite services in IoT environments

M Kim, IY Ko - 2015 IEEE international conference on web …, 2015 - ieeexplore.ieee.org
… In this paper, we propose a resource allocation method using a genetic algorithm, … the
resource allocation problem. To use the genetic algorithm, we transformed the resource allocation