H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 40 Citations 8,660 83 World Ranking 4430 National Ranking 35
Mathematics D-index 40 Citations 6,762 86 World Ranking 993 National Ranking 18

Overview

What is he best known for?

The fields of study he is best known for:

  • Mathematical optimization
  • Artificial intelligence
  • Algorithm

Karl F. Doerner mainly focuses on Mathematical optimization, Metaheuristic, Variable neighborhood search, Vehicle routing problem and Operations research. His Metaheuristic research includes themes of Divide and conquer algorithms and Genetic algorithm. The various areas that he examines in his Variable neighborhood search study include Arc routing, Production manager and Orienteering.

His work deals with themes such as Evolutionary computation and Benchmark, which intersect with Vehicle routing problem. His study in Operations research is interdisciplinary in nature, drawing from both Backhaul and Integer programming. His work carried out in the field of Ant colony optimization algorithms brings together such families of science as Swarm intelligence and Pareto principle.

His most cited work include:

  • A survey on pickup and delivery problems (535 citations)
  • A survey on pickup and delivery problems: Part II: Transportation between pickup and delivery locations (427 citations)
  • Pareto Ant Colony Optimization: A metaheuristic approach to multiobjective portfolio selection (340 citations)

What are the main themes of his work throughout his whole career to date?

His main research concerns Mathematical optimization, Vehicle routing problem, Metaheuristic, Operations research and Routing. His research in the fields of Ant colony optimization algorithms, Variable neighborhood search, Heuristic and Heuristic overlaps with other disciplines such as Time windows. He studied Ant colony optimization algorithms and Pareto principle that intersect with Bi objective.

The concepts of his Vehicle routing problem study are interwoven with issues in Travelling salesman problem, Simulation and Benchmark. Evolutionary algorithm is closely connected to Combinatorial optimization in his research, which is encompassed under the umbrella topic of Metaheuristic. His Operations research study combines topics in areas such as Decision support system, Integer programming and Operations management.

He most often published in these fields:

  • Mathematical optimization (62.50%)
  • Vehicle routing problem (32.50%)
  • Metaheuristic (30.62%)

What were the highlights of his more recent work (between 2016-2021)?

  • Mathematical optimization (62.50%)
  • Metaheuristic (30.62%)
  • Routing (20.00%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Mathematical optimization, Metaheuristic, Routing, Vehicle routing problem and Scheduling. Karl F. Doerner combines subjects such as Discrete event simulation and Headway with his study of Mathematical optimization. His Metaheuristic study combines topics from a wide range of disciplines, such as Benchmark, Job shop scheduling problem and Operations research.

His research on Routing also deals with topics like

  • Slab that intertwine with fields like Throughput and Heuristic,
  • Service provider, which have a strong connection to Computation. His Vehicle routing problem study necessitates a more in-depth grasp of Computer network. His studies deal with areas such as Bottleneck, Integer programming and Crossover as well as Scheduling.

Between 2016 and 2021, his most popular works were:

  • Solving routing problems with pairwise synchronization constraints. (14 citations)
  • Stochastic project management: multiple projects with multi-skilled human resources (9 citations)
  • A matheuristic for a multimodal long haul routing problem (7 citations)

In his most recent research, the most cited papers focused on:

  • Mathematical optimization
  • Artificial intelligence
  • Algorithm

Karl F. Doerner focuses on Mathematical optimization, Operations research, Metaheuristic, Vehicle routing problem and Routing. His Operations research study frequently involves adjacent topics like Travelling salesman problem. His Metaheuristic study integrates concerns from other disciplines, such as Scheduling, Computer network and Large neighborhood search.

Karl F. Doerner interconnects Preventive maintenance, Time horizon and Integer programming in the investigation of issues within Scheduling. Vehicle routing problem is closely attributed to Transportation planning in his work. His Routing research is multidisciplinary, incorporating perspectives in Column generation and Service provider.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

A survey on pickup and delivery problems: Part II: Transportation between pickup and delivery locations

Sophie N. Parragh;Karl F. Doerner;Richard F. Hartl.
Journal für Betriebswirtschaft (2008)

1077 Citations

A survey on pickup and delivery problems

Sophie N. Parragh;Karl F. Doerner;Richard F. Hartl.
Journal für Betriebswirtschaft (2008)

1056 Citations

D-Ants: savings based ants divide and conquer the vehicle routing problem

Marc Reimann;Karl Doerner;Richard F. Hartl.
Computers & Operations Research (2004)

560 Citations

Pareto Ant Colony Optimization: A metaheuristic approach to multiobjective portfolio selection

Karl F. Doerner;Walter J. Gutjahr;Richard F. Hartl;Christine Strauss.
Annals of Operations Research (2004)

554 Citations

A variable neighborhood search heuristic for periodic routing problems

Vera C. Hemmelmayr;Karl F. Doerner;Richard F. Hartl.
European Journal of Operational Research (2009)

353 Citations

A Variable Neighborhood Search for the Multi Depot Vehicle Routing Problem with Time Windows

Michael Polacek;Richard F. Hartl;Karl Doerner;Marc Reimann.
Journal of Heuristics (2004)

343 Citations

Ambulance location and relocation problems with time-dependent travel times

Verena Schmid;Karl F. Doerner.
European Journal of Operational Research (2010)

273 Citations

Ant colony optimization for the two-dimensional loading vehicle routing problem

Guenther Fuellerer;Karl F. Doerner;Richard F. Hartl;Manuel Iori.
Computers & Operations Research (2009)

264 Citations

Pareto ant colony optimization with ILP preprocessing in multiobjective project portfolio selection

Karl F. Doerner;Walter J. Gutjahr;Richard F. Hartl;Christine Strauss.
European Journal of Operational Research (2006)

214 Citations

Metaheuristics for vehicle routing problems with three-dimensional loading constraints

Guenther Fuellerer;Karl F. Doerner;Richard F. Hartl;Manuel Iori.
European Journal of Operational Research (2010)

206 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Karl F. Doerner

Gilbert Laporte

Gilbert Laporte

HEC Montréal

Publications: 46

Michel Gendreau

Michel Gendreau

Polytechnique Montréal

Publications: 34

Richard F. Hartl

Richard F. Hartl

University of Vienna

Publications: 32

Pieter Vansteenwegen

Pieter Vansteenwegen

KU Leuven

Publications: 27

Angel A. Juan

Angel A. Juan

Open University of Catalonia

Publications: 26

Teodor Gabriel Crainic

Teodor Gabriel Crainic

University of Quebec at Montreal

Publications: 26

Andrew Lim

Andrew Lim

National University of Singapore

Publications: 23

Christian Prins

Christian Prins

University of Technology of Troyes

Publications: 21

Thibaut Vidal

Thibaut Vidal

Pontifical Catholic University of Rio de Janeiro

Publications: 20

Thomas Stützle

Thomas Stützle

Université Libre de Bruxelles

Publications: 20

Walter J. Gutjahr

Walter J. Gutjahr

University of Vienna

Publications: 19

Jean-François Cordeau

Jean-François Cordeau

HEC Montréal

Publications: 18

Reza Tavakkoli-Moghaddam

Reza Tavakkoli-Moghaddam

University of Tehran

Publications: 15

Christos D. Tarantilis

Christos D. Tarantilis

Athens University of Economics and Business

Publications: 15

Xin Yao

Xin Yao

Southern University of Science and Technology

Publications: 14

Marco Dorigo

Marco Dorigo

Université Libre de Bruxelles

Publications: 14

Something went wrong. Please try again later.