By António J. M. Castro

ISBN-10: 3662433729

ISBN-13: 9783662433720

ISBN-10: 3662433737

ISBN-13: 9783662433737

Most of the examine efforts facing airline scheduling were performed on off-line plan optimization. even if, these days, with the more and more complicated and enormous site visitors at airports, the genuine problem is find out how to react to unforeseen occasions that can reason plan-disruptions, resulting in flight delays.

Moreover those disruptive occasions often have an effect on no less than 3 diverse dimensions of the location: the airplane assigned to the flight, the team project and sometimes forgotten, the passengers’ trip and satisfaction.

This publication contains solutions to this problem and proposes using the Multi-agent procedure paradigm to speedily compose a multi-faceted strategy to the disruptive occasion bearing in mind attainable personal tastes of these 3 key points of the problem.

Negotiation protocols occurring among brokers which are specialists in fixing the various challenge dimensions, mixture of alternative software features and never less significant, the inclusion of the human within the automated decision-making loop make MASDIMA, the approach defined during this booklet, compatible for real-life plan-disruption administration applications.

Show description

Read or Download A New Approach for Disruption Management in Airline Operations Control PDF

Best intelligence & semantics books

Download PDF by John McCarthy: Defending AI Research: A Collection of Essays and Reviews

John McCarthy's effect in computing device technological know-how levels from the discovery of LISP and time-sharing to the coining of the time period AI and the founding of the AI laboratory at Stanford college. one of many most suitable figures in desktop sciences, McCarthy has written papers that are extensively referenced and stand as milestones of improvement over quite a lot of subject matters.

Reverse Engineering - download pdf or read online

Opposite Engineering brings jointly in a single position vital contributions and updated examine ends up in this very important zone. opposite Engineering serves as a very good reference, offering perception into essentially the most vital concerns within the box.

Download e-book for kindle: Efficient Parsing for Natural Language: A Fast Algorithm for by Masaru Tomita

Parsing potency is essential whilst development useful usual language structures. 'Ibis is mainly the case for interactive platforms equivalent to normal language database entry, interfaces to specialist platforms and interactive computer translation. regardless of its significance, parsing potency has acquired little cognizance within the region of ordinary language processing.

Read e-book online Naturally Intelligent Systems PDF

For hundreds of years, humans were excited about the opportunity of construction a synthetic method that behaves intelligently. Now there's a new access during this enviornment - neural networks. certainly clever platforms deals a finished advent to those fascinating structures.

Extra info for A New Approach for Disruption Management in Airline Operations Control

Example text

Appendix B - MASDIMA - Costs Information: Provides the information used to calculate the costs regarding the three dimensions of the problem: aircraft, crew and passengers. Part I Background Information Chapter 2 Background Abstract. Chapter 1 introduced the main problem we address through the research reported in this study, including the motivation, research methodology (observations, hypotheses and expected results) and the main contributions of our work. In this chapter we provide some background in-formation regarding the paradigms, concepts and algorithms that were relevant for the research work we have done namely, Multi-Agent Systems, Automated Negotiation, Reinforcement Learning and Problem Solving Algorithms.

5. Knowledge (Knowl) In a negotiation model or protocol, it is related to the knowledge that each agent has to present a complete proposal in the negotiation (by complete we mean to propose values to all attributes that are part of the object of negotiation). If the agent is able to do that alone then it has FULL (F) knowledge. g, engaging in a negotiating with others). 6. e, bilateral or multilateral. 4. We left out protocols that use game-theory and argumentation as their theoretical support.

Chapter 6 - Implementation: This chapter is a continuation of the previous one. We give more details about how we implement our new approach for disruption management in the airline domain. Information about the operational costs used, including direct and quality, are provided. We also show how we apply the decision mechanism referred on the previous chapter as well as the problem solving algorithms we have implemented. 2. We start by describing the experimentation scenarios under analysis as well as the metrics used.

Download PDF sample

A New Approach for Disruption Management in Airline Operations Control by António J. M. Castro


by Joseph
4.1

Rated 4.52 of 5 – based on 49 votes