WS network design problem with nonlinear pricing solved by hybrid algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43874996" target="_blank" >RIV/70883521:28140/16:43874996 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-45823-6_61" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-45823-6_61</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-45823-6_61" target="_blank" >10.1007/978-3-319-45823-6_61</a>
Alternative languages
Result language
angličtina
Original language name
WS network design problem with nonlinear pricing solved by hybrid algorithm
Original language description
The aim of the paper is to introduce a wait-and-see (WS) reformulation of the transportation network design problem with stochastic price-dependent demand. The demand is defined by hyperbolic dependency and its parameters are modeled by random variables. Then, a WS reformulation of the mixed integer nonlinear program (MINLP) is proposed. The obtained separable scenario-based model can be repeatedly solved as a finite set of MINLPs by means of integer programming techniques or some heuristics. However, the authors combine a traditional optimization algorithm and a suitable genetic algorithm to obtain a hybrid algorithm that is modified for the WS case. The implementation of this hybrid algorithm and test results, illustrated with figures, are also discussed in the paper.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XIV Book Series: Lecture Notes in Computer Science
ISBN
978-331945822-9
ISSN
03029743
e-ISSN
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Number of pages
10
Pages from-to
655-664
Publisher name
Springer International Publishing Switzerland
Place of publication
Cham
Event location
Edinburgh
Event date
Sep 17, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000387962100061