A Profit-Aware Negotiation Mechanism for On-Demand Transport Services

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00226490" target="_blank" >RIV/68407700:21230/14:00226490 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.3233/978-1-61499-419-0-273" target="_blank" >http://dx.doi.org/10.3233/978-1-61499-419-0-273</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.3233/978-1-61499-419-0-273" target="_blank" >10.3233/978-1-61499-419-0-273</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A Profit-Aware Negotiation Mechanism for On-Demand Transport Services

Popis výsledku v původním jazyce

As new markets for transportion arise, on-demand transport services are set to grow as more passengers seek affordable personalized journeys. To reduce passenger prices and increase provider revenue, these journeys will often be shared with other passengers. As such, new negotiation mechanisms between passengers and the service provider are required to plan and price journeys. In this paper, we propose a novel profit-aware negotiation mechanism: a multiagent approach that accounts for both passenger andservice provider preferences. Our negotiation mechanism prices each passenger's journey, in addition to providing vehicle routing and scheduling. We prove a stability property of our negotiation mechanism using a connection to hedonic games. This connection yields new insights into the link between vehicle routing and passenger pricing. We also show via simulations the dependence of the service provider profit and passenger prices on the number of passengers as well as passenger demogra

Název v anglickém jazyce

A Profit-Aware Negotiation Mechanism for On-Demand Transport Services

Popis výsledku anglicky

As new markets for transportion arise, on-demand transport services are set to grow as more passengers seek affordable personalized journeys. To reduce passenger prices and increase provider revenue, these journeys will often be shared with other passengers. As such, new negotiation mechanisms between passengers and the service provider are required to plan and price journeys. In this paper, we propose a novel profit-aware negotiation mechanism: a multiagent approach that accounts for both passenger andservice provider preferences. Our negotiation mechanism prices each passenger's journey, in addition to providing vehicle routing and scheduling. We prove a stability property of our negotiation mechanism using a connection to hedonic games. This connection yields new insights into the link between vehicle routing and passenger pricing. We also show via simulations the dependence of the service provider profit and passenger prices on the number of passengers as well as passenger demogra

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

—

Projekt

<a href="/cs/project/LD12044" target="_blank" >LD12044: Agentní algoritmy pro autonomní podpůrné systémy v pozemní dopravě</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Frontiers in Artificial Intelligence and Applications

ISBN

978-1-61499-418-3

ISSN

0922-6389

e-ISSN

—

Počet stran výsledku

6

Strana od-do

273-278

Název nakladatele

IOS Press

Místo vydání

Amsterdam

Místo konání akce

Praha

Datum konání akce

18. 8. 2014

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

000349444700047