Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization

Sara Ceschia; Luca Di Gaspero; Roberto Maria Rosati; Andrea Schaerf

doi:10.1007/978-3-031-53966-4_16

Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization

Sara Ceschia
, Luca Di Gaspero
, Roberto Maria Rosati
, Andrea Schaerf

Publikation: Beitrag in Buch/Konferenzband › Beitrag in Konferenzband

Originalsprache	Englisch
Titel des Sammelwerks	Machine Learning, Optimization, and Data Science
Untertitel des Sammelwerks	9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023
Herausgeber*innen	Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Renato Umeton
Erscheinungsort	Cham
Verlag	Springer
Kapitel	206–221
Band	2
ISBN (elektronisch)	978-3-031-53966-4
ISBN (Print)	978-3-031-53965-7
DOIs	https://doi.org/10.1007/978-3-031-53966-4_16
Publikationsstatus	Veröffentlicht - 2024
Extern publiziert	Ja

Publikationsreihe

Reihe	Lecture Notes in Computer Science (LNCS)
Band	14506
ISSN	0302-9743

Zugriff auf Dokument

10.1007/978-3-031-53966-4_16

Zitat

Ceschia, S., Gaspero, L. D., Rosati, R. M., & Schaerf, A. (2024). Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization. in G. Nicosia, V. Ojha, E. La Malfa, G. La Malfa, P. M. Pardalos, & R. Umeton (Hrsg.), Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023 (Band 2). Springer. https://doi.org/10.1007/978-3-031-53966-4_16

Ceschia, Sara ; Gaspero, Luca Di ; Rosati, Roberto Maria et al. / Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization. Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023. Hrsg. / Giuseppe Nicosia ; Varun Ojha ; Emanuele La Malfa ; Gabriele La Malfa ; Panos M. Pardalos ; Renato Umeton. Band 2 Cham : Springer, 2024. (Lecture Notes in Computer Science (LNCS), Band 14506).

@inproceedings{8fe48a34295a4436bd2b56ba4f84b5d4,

title = "Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization",

author = "Sara Ceschia and Gaspero, \{Luca Di\} and Rosati, \{Roberto Maria\} and Andrea Schaerf",

year = "2024",

doi = "10.1007/978-3-031-53966-4\_16",

language = "English",

isbn = "978-3-031-53965-7",

volume = "2",

series = "Lecture Notes in Computer Science (LNCS)",

publisher = "Springer",

editor = "Giuseppe Nicosia and Varun Ojha and \{La Malfa\}, Emanuele and \{La Malfa\}, Gabriele and Pardalos, \{Panos M.\} and Renato Umeton",

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Ceschia, S, Gaspero, LD, Rosati, RM & Schaerf, A 2024, Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization. in G Nicosia, V Ojha, E La Malfa, G La Malfa, PM Pardalos & R Umeton (Hrsg.), Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023. Bd. 2, Springer, Cham, Lecture Notes in Computer Science (LNCS), Bd. 14506. https://doi.org/10.1007/978-3-031-53966-4_16

Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization. / Ceschia, Sara; Gaspero, Luca Di; Rosati, Roberto Maria et al.
Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023. Hrsg. / Giuseppe Nicosia; Varun Ojha; Emanuele La Malfa; Gabriele La Malfa; Panos M. Pardalos; Renato Umeton. Band 2 Cham: Springer, 2024. (Lecture Notes in Computer Science (LNCS), Band 14506).

Publikation: Beitrag in Buch/Konferenzband › Beitrag in Konferenzband

TY - GEN

T1 - Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization

AU - Ceschia, Sara

AU - Gaspero, Luca Di

AU - Rosati, Roberto Maria

AU - Schaerf, Andrea

PY - 2024

Y1 - 2024

U2 - 10.1007/978-3-031-53966-4_16

DO - 10.1007/978-3-031-53966-4_16

M3 - Contribution to conference proceedings

SN - 978-3-031-53965-7

VL - 2

T3 - Lecture Notes in Computer Science (LNCS)

BT - Machine Learning, Optimization, and Data Science

A2 - Nicosia, Giuseppe

A2 - Ojha, Varun

A2 - La Malfa, Emanuele

A2 - La Malfa, Gabriele

A2 - Pardalos, Panos M.

A2 - Umeton, Renato

PB - Springer

CY - Cham

ER -

Ceschia S, Gaspero LD, Rosati RM, Schaerf A. Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial Optimization. in Nicosia G, Ojha V, La Malfa E, La Malfa G, Pardalos PM, Umeton R, Hrsg., Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023. Band 2. Cham: Springer. 2024. (Lecture Notes in Computer Science (LNCS), Band 14506). doi: 10.1007/978-3-031-53966-4_16