A Negotiation Based Approach to Airline Operations Recovery

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2011

Autores

António J. M. Castro (Autor) FEUP; António Pereira (Autor) FEUP; Leonardo Fraga (Autor) FEUP; Ana Paula Rocha (Autor) FEUP; Eugénio Oliveira (Autor) FEUP

Ata de Conferência Internacional

Título: EPIA 2011

Páginas: 122-136

15th Portuguese Conference on Artificial Intelligence

Lisboa, 10 a 13 de outubro de 2011

Classificação Científica

CORDIS: Ciências Tecnológicas > Tecnologia > Tecnologia do conhecimento > Tecnologia de agentes

FOS: Ciências da engenharia e tecnologias > Engenharia electrotécnica, electrónica e informática

Outras Informações

Abstract (EN): The Airline Operations Control Centre (AOCC) organiza- tion is responsible for monitoring and solving operational problems in day-to-day airline operations. It includes human expert teams specialized in solving problems related with aircrafts, crew members, and passengers, in a process called disruption management or operations re- covery. We present a new and innovative negotiation-based approach to solve these problems, replacing traditional AOCC expert teams with intelligent agents in a cooperative multi-agent system (MAS). Human interaction focuses on supervision and critical decision actions, such as nal approval of proposed solutions. The main research goal is to nd the best solution for each problem in an integrated, dynamic and dis- tributed way, by developing agents with their own objectives that work together to minimize the disruptions' eects in the operational plan. Our prototypes, implementing the described approach, led to experiments us- ing real airline data, with problems and solutions validated by experts. Results are presented and discussed

Idioma: Inglês

Tipo (Avaliação Docente): Científica