A Branch-and-Bound Algorithm for Team Formation on Social Networks
نویسندگان
چکیده
This paper presents an exact algorithm for the team formation problem, in which aim is, given a project and its required skills, to construct capable that can communicate collaborate effectively. combinatorial optimization problem is modeled as quadratic set covering problem. The study provides novel branch-and-bound where reformulation of relaxed so it decomposes into series linear problems, constraints are imposed through branching. able solve instances intractable commercial solvers. illustrates efficient usage algorithmic methods modeling techniques operations research It contributes field computational by proposing new application version classical
منابع مشابه
A modified branch and bound algorithm for a vague flow-shop scheduling problem
Uncertainty plays a significant role in modeling and optimization of real world systems. Among uncertain approaches, fuzziness describes impreciseness while for ambiguity another definition is required. Vagueness is a probabilistic model of uncertainty being helpful to include ambiguity into modeling different processes especially in industrial systems. In this paper, a vague set based on dista...
متن کاملA Branch-and-Bound Algorithm for MDL Learning Bayesian Networks
This paper extends the work in [Suzuki, 1996] and presents an efficient depth-first branch and-bound algorithm for learning Bayesian network structures, based on the minimum description length (MDL) principle, for a given (consistent) variable ordering. The algorithm exhaustively searches through all network structures and guarantees to find the network with the best MDL score. Prelimi nary e...
متن کاملTeam Formation in Social Networks
It is now recognized that the performance of an individual in a group depends not only on her own skills but also on her relationship with other members of the group. It may be possible to exploit such synergies by explicitly taking into account social network topology. We analyze team-formation in the context of a large organization that wants to form multiple teams composed of its members. Su...
متن کاملAn Algorithm Based on Theory of Constraints and Branch and Bound for Solving Integrated Product-Mix-Outsourcing Problem
One of the most important decision making problems in many production systems is identification and determination of products and their quantities according to available resources. This problem is called product-mix. However, in the real-world situations, for existing constrained resources, many companies try to provide some products from external resources to achieve more profits. In this pape...
متن کاملChapter 1 Team Formation in Social Networks ∗
It is now recognized that the performance of an individual in a group depends not only on her own skills but also on her relationship with other members of the group. It may be possible to exploit such synergies by explicitly taking into account social network topology. We analyze team-formation in the context of a large organization that wants to form multiple teams composed of its members. Su...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Informs Journal on Computing
سال: 2021
ISSN: ['1091-9856', '1526-5528']
DOI: https://doi.org/10.1287/ijoc.2020.1000