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Topic · Industrial and Manufacturing Engineering

Vehicle Routing Optimization Methods

Vehicle Routing Optimization Methods is a research topic within Industrial and Manufacturing Engineering. Science Explorer counts 24k research works in it since 1956. 10.0% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on the Vehicle Routing Problem (VRP) and its variants, including topics such as heuristic algorithms, tabu search, dynamic programming, metaheuristics, time windows, large-scale optimization, green logistics, multi-depot routing, and hybrid algorithms. The research covers a wide range of optimization techniques and applications in transportation and logistics.

  • Vehicle Routing Problem
  • Heuristic Algorithms
  • Tabu Search
  • Dynamic Programming
  • Metaheuristics
  • Time Windows
  • Large-Scale Optimization
  • Green Logistics
  • Multi-Depot Routing
  • Hybrid Algorithms
Research works
24k
fractional, since 1956
In the world top 10%
2.4k
per year above
Top-10% rate
10.0%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+12%
the tick is no change
Largest producer
China
51% of the 10 largest, 2022-now
Vehicle Routing Optimization Methods

Which countries lead Vehicle Routing Optimization Methods research?

By volume, China and the United States publish the most (2k and 465 works in 2022-now).

By volume, 2022-now

  1. 1 China 2k works
  2. 2 United States 465 works
  3. 3 India 289 works
  4. 4 Türkiye 240 works
  5. 5 Germany 209 works
  6. 6 France 206 works
  7. 7 Indonesia 153 works
  8. 8 Iran 152 works
  9. 9 Brazil 148 works
  10. 10 United Kingdom 146 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

China: 50.5%United States: 11.5%India: 7.1%Türkiye: 5.9%6 others listed: 25.0%51%largest
China2,049 · 50.5%United States465 · 11.5%India289 · 7.1%Türkiye240 · 5.9%6 others listed1,014 · 25.0%

Shares of the rows listed above, not of the whole node.

Which institutions lead Vehicle Routing Optimization Methods research?

By volume in 2022-now, Beijing Jiaotong University publishes the most Vehicle Routing Optimization Methods research, followed by Centre National de la Recherche Scientifique and Dalian Maritime University.

By volume, 2022-now

  1. 1 Beijing Jiaotong UniversityChina 58 works
  2. 2 Centre National de la Recherche ScientifiqueFrance 52 works
  3. 3 Dalian Maritime UniversityChina 48 works
  4. 4 Shanghai Maritime UniversityChina 43 works
  5. 5 Hong Kong Polytechnic UniversityChina 41 works
  6. 6 Beihang UniversityChina 37 works
  7. 7 Wuhan University of TechnologyChina 34 works
  8. 8 Shanghai UniversityChina 32 works
  9. 9 Huazhong University of Science and TechnologyChina 31 works
  10. 10 Southwest Jiaotong UniversityChina 30 works

Who are the leading researchers in Vehicle Routing Optimization Methods?

The most-cited researchers publishing on Vehicle Routing Optimization Methods include George Davey Smith, Li Fei-Fei and Marko Sarstedt.

  1. 1 George Davey Smith United Kingdom 435k citations
  2. 2 Li Fei-Fei United States 225k citations
  3. 3 Marko Sarstedt Germany 221k citations
  4. 4 Kalyanmoy Deb United States 171k citations
  5. 5 Seyedali Mirjalili Australia 154k citations
  6. 6 Francisco Herrera Spain 141k citations
  7. 7 Jin Li China 132k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Vehicle Routing Optimization Methods?

The most cited paper in Vehicle Routing Optimization Methods is "Ant system: optimization by a colony of cooperating agents" (Marco Dorigo, Vittorio Maniezzo, A. Colorni, 1996), with 12,083 citations. Next come "Ant Colony Optimization" (6,658) and "Qualitative data analysis (2nd ed)" (5,607).

Most cited papers
#PaperReleasedCitations
1 Ant system: optimization by a colony of cooperating agents Marco Dorigo, Vittorio Maniezzo, A. Colorni · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) Feb 1996 12,083
2 Ant Colony Optimization Teofilo F. Gonzalez Book chapter 15 May 2007 6,658
3 Qualitative data analysis (2nd ed) Janice M. Morse · Journal of Psychosomatic Research Sep 1996 5,607
4 Tabu Search—Part I Fred Glover · INFORMS journal on computing Aug 1989 5,076
5 Algorithms for the Vehicle Routing and Scheduling Problems with Time Window Constraints Marius M. Solomon · Operations Research Apr 1987 4,300
All 99 most cited papers, with filters and sorting

Where is Vehicle Routing Optimization Methods research done?

The largest centres of Vehicle Routing Optimization Methods research in 2022-now are Beijing (China), Shanghai (China), Nanjing (China) and Wuhan (China).

Largest cities, 2022-now

  1. 1 BeijingChina 328 works
  2. 2 ShanghaiChina 203 works
  3. 3 NanjingChina 113 works
  4. 4 WuhanChina 109 works
  5. 5 Xi'anChina 91 works
  6. 6 DalianChina 82 works
  7. 7 TehranIran 81 works
  8. 8 ChengduChina 75 works
  9. 9 ChangshaChina 67 works
  10. 10 Hong KongChina 61 works
See Vehicle Routing Optimization Methods on the map

Where is the best place to study Vehicle Routing Optimization Methods?

Among universities, judged by research, Hong Kong Polytechnic University, HEC Montréal and Dalian Maritime University score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%10%20%30%mean 20.76%fractional works in this field (log) →share of work in the world top 10% →Hong Kong Polytechni…HEC MontréalBeihang UniversityDalian Maritime Univ…
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1Hong Kong Polytechnic UniversityChina 86.825.8%9.0×41 +102.0%
2HEC MontréalCanada 71.121.9%56.1×14 +4.2%
3Dalian Maritime UniversityChina 69.017.6%25.3×48 +91.6%
4Beihang UniversityChina 68.020.3%6.4×37 +43.1%
5Shanghai UniversityChina 66.518.7%8.6×32 +46.4%
6Eindhoven University of TechnologyNetherlands 66.321.5%8.0×15 +31.1%
7Tsinghua UniversityChina 63.323.4%2.3×28 +30.3%
8National University of Defense TechnologyChina 63.120.3%6.9×28 +47.0%
9Hong Kong University of Science and TechnologyChina 60.728.2%3.9×8 +167.5%
10Beijing Jiaotong UniversityChina 59.49.9%18.1×58 +7.3%

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Vehicle Routing Optimization Methods, country by country

Is Vehicle Routing Optimization Methods research growing?

Output in 2022-2025 was 12% higher than in 2018-2021, peaking in 2025. The fastest-growing topics are Vehicle Routing Optimization Methods.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Vehicle Routing Optimization Methods as a percentage of every work published that year, 0.020% in 2024.

still counting0.010%0.020%0.030%Vehicle Routing Optimization Methods0.026% in 202519801990200020102020

Fractional works of Vehicle Routing Optimization Methods over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Vehicle Routing Optimization Methods9.9% in 2025200020102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

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