Complexity

Scalable Distributed Decision-Making and Coordination in Large and Complex Systems: Methods, Techniques, and Models


Publishing date
01 Oct 2019
Status
Published
Submission deadline
24 May 2019

Lead Editor

1IMT Lille Douai, Douai, France

2University of Rome “Tor Vergata”, Rome, Italy

3University of Bologna, Bologna, Italy

4University Rey Juan Carlos, Madrid, Spain


Scalable Distributed Decision-Making and Coordination in Large and Complex Systems: Methods, Techniques, and Models

Description

Human society, global economy, and Internet are becoming ever more decentralized while millions of computers connected to the Internet facilitate engineering of systems whose scale goes beyond spatial and computational boundaries of individual organizations.

The decision-making authority in this context is distributed throughout a system and the decisions are made locally arising from interactions of an individual with the rest of the system and with its environment. A desired global behavior following the identifiable interest of the whole system is the result of system intelligence that emerges from the system’s belief system and system’s collective actions and, as such, is a shift away from the hierarchical system paradigm. Distributed Decision-Making (DDM) models are usually used to support group decision-making in such large and complex systems where each agent holds only limited information and where the cooperation between agents is crucial for the system’s performance.

In this special issue, we invite the submission of original research articles that focus on the design and implementation of new methods, techniques, and models that adapt or hybridize findings from Distributed Optimization, Multi-Agent Systems, Network Science, and Distributed Computing and facilitate distributed/parallel/multi-agent decision-making and coordination for solving complex computational and real-life problems in large systems. Moreover, we welcome articles focused on any aspect of intelligent and distributed decision-making and coordination in large and complex systems including its formal analysis, with an intention to balance between theoretical research ideas and their practicability. Review articles on the State-of-the-Art in DDM are also welcome.

Potential topics include but are not limited to the following:

  • DDM and distributed coordination models and algorithms
  • DDM architectures and protocols
  • DDM ownership
  • Delegation and direct participation in DDM
  • Emerging behaviors in DDM
  • Fault-tolerance, reliability, and availability in DDM
  • Hybrid DDM in systems involving software agents and human actors
  • Individual versus system DDM performance
  • (Meta)-heuristics for DDM
  • Network intelligence and DDM
  • Resolving gridlocks in DDM organizational structure
  • Self-organization and adaptability of DDM
  • Specification, semantics, verification, and testing of DDM
  • Time-efficiency in DDM
  • DDM in groups and crowds, Internet, logistics, multi-robot systems, and transport
  • DDM in intelligent grid and cloud infrastructures
  • DDM in mobile adaptive networks
  • DDM in unmanned aerial vehicles

Articles

  • Special Issue
  • - Volume 2020
  • - Article ID 1425909
  • - Editorial

Scalable Distributed Decision-Making and Coordination in Large and Complex Systems: Methods, Techniques, and Models

Marin Lujak | Stefano Giordani | ... | Sascha Ossowski
  • Special Issue
  • - Volume 2020
  • - Article ID 1047369
  • - Review Article

Decentralizing Coordination in Open Vehicle Fleets for Scalable and Dynamic Task Allocation

Marin Lujak | Stefano Giordani | ... | Sascha Ossowski
  • Special Issue
  • - Volume 2020
  • - Article ID 7506791
  • - Research Article

Coordination of Closed-Loop Supply Chain with Dual-Source Supply and Low-Carbon Concern

Jing Li | Shuying Gong
  • Special Issue
  • - Volume 2020
  • - Article ID 6758108
  • - Research Article

Improving Distributed Decision Making in Inventory Management: A Combined ABC-AHP Approach Supported by Teamwork

Ileana Gloria Pérez Vergara | Julián Andrés Arias Sánchez | ... | Jose-Antonio Diego-Mas
  • Special Issue
  • - Volume 2019
  • - Article ID 4398620
  • - Research Article

Emergence of Coordination in Growing Decision-Making Organizations: The Role of Complexity, Search Strategy, and Cost of Effort

Friederike Wall
  • Special Issue
  • - Volume 2019
  • - Article ID 2893732
  • - Research Article

Cooperative Bargain for the Autonomous Separation of Traffic Flows in Smart Reversible Lanes

Guangbing Xiao | Haibo Zhang | ... | Yong Zhang
  • Special Issue
  • - Volume 2019
  • - Article ID 3926798
  • - Research Article

A Multicriteria Approach to Support Task Allocation in Projects of Distributed Software Development

Marum Simão Filho | Plácido R. Pinheiro | ... | Luciano C. Nunes
  • Special Issue
  • - Volume 2019
  • - Article ID 8012890
  • - Research Article

Weighted Couple-Group Consensus Analysis of Heterogeneous Multiagent Systems with Cooperative-Competitive Interactions and Time Delays

Xingcheng Pu | Chaowen Xiong | ... | Longlong Zhao
Complexity
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 Journal metrics
Acceptance rate43%
Submission to final decision64 days
Acceptance to publication35 days
CiteScore3.200
Impact Factor2.462
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