Top rated graph theory books

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AI-generated summary · updated July 27, 2026 · verify details before purchase.

1 Best overall
Introduction to Graph Theory (Dover Books on Mathematics)

4.4/5 $10-$20

A classic text by Richard J. Trudeau, highly accessible for beginners with clear explanations and minimal prerequisites.
- Very affordable
- Excellent for self-study
- Clear and engaging writing
- Limited advanced topics
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2 Best for applied learning
Graph Theory and Its Applications (Textbooks in Mathematics)

4.5/5 $80-$120

By Jonathan L. Gross and Jay Yellen, it balances theory with real-world applications, includes algorithms and exercises.
- Strong applied focus
- Comprehensive coverage
- Many practice problems
- Expensive
- Dense for beginners
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3 Best for business/CS students
Graph Theory: Modeling, Applications, and Algorithms

4.3/5 $100-$150

By Geir Agnarsson and Raymond Greenlaw, emphasizes modeling and algorithmic thinking suitable for computer science and operations research.
- Algorithm-oriented
- Real-world modeling
- Good for CS students
- High price
- Less pure math focus
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4 Best for graduate study
Modern Graph Theory (Graduate Texts in Mathematics)

4.4/5 $50-$80

By Béla Bollobás, a rigorous and comprehensive graduate-level text covering advanced topics with numerous exercises.
- Authoritative and deep
- Covers advanced topics
- Good for researchers
- Challenging for beginners
- Sparse on applications
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5 Best for problem-solving
A Walk Through Combinatorics: An Introduction to Enumeration and Graph Theory

4.6/5 $60-$90

By Miklós Bóna, integrates combinatorics with graph theory, featuring many solved examples and problems perfect for contest preparation.
- Excellent problem sets
- Clear exposition
- Combines combinatorics
- Not graph theory only
- Some topics brief
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6 Best value graduate text
Graph Theory (Graduate Texts in Mathematics)

4.5/5 $40-$70

By Reinhard Diestel, a widely used graduate text known for its concise yet thorough treatment of modern graph theory.
- Concise and rigorous
- Well-structured
- Affordable for a grad text
- Requires mathematical maturity
- Few examples
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7 Best budget introduction
Graph Theory: An Introductory Course

4.2/5 $30-$50

By Béla Bollobás, a concise introductory text from the Graduate Texts in Mathematics series, ideal for a first course.
- Short and focused
- Good foundational coverage
- Low cost
- Very terse
- Lacks depth in some areas
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8 Best for active learning
Graph Theory: A Problem Oriented Approach (Mathematical Association of America Textbooks)

4.4/5 $50-$70

By Daniel A. Marcus, teaches graph theory through problem-solving with many exercises and solutions, encouraging hands-on learning.
- Problem-based approach
- Solutions included
- Engaging for self-learners
- Narrower scope
- Less theory development
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9 Best lightweight intro
Graphs and Their Uses (Anneli Lax New Mathematical Library)

4.3/5 $15-$25

By Oystein Ore, a classic and accessible introduction to graph theory for readers with minimal math background, part of the MAA series.
- Very accessible
- Short and sweet
- Great for novices
- Outdated some examples
- Lacks modern topics
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Buying advice

Consider your background and goals: beginners should start with Trudeau's 'Introduction to Graph Theory' or Ore's 'Graphs and Their Uses'; students with some math maturity may prefer Diestel's or Bollobás' texts; those interested in applications or computer science will benefit from Gross/Yellen or Agnarsson/Greenlaw; problem solvers should consider Bóna or Marcus. Prices vary widely, with Dover books being most affordable.

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Top rated graph theory books

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