Integer Linear Programming Mastery
Advanced Algorithms and Practical Implementation for Complex Optimization Problems
Solve the most challenging optimization problems in computer science with confidence and precision. This comprehensive guide takes you beyond basic linear programming into the sophisticated world of integer constraints, where variables must take whole number values and computational complexity increases exponentially. You'll discover how to formulate real-world problems as integer linear programs, from resource allocation and scheduling to network design and facility location. Master the fundamental algorithms that power modern optimization solvers, including branch-and-bound, cutting plane methods, and advanced heuristics that find high-quality solutions efficiently. Through detailed explanations and practical examples, you'll learn to recognize problem structures that enable specialized solution techniques, implement preprocessing methods that dramatically reduce computation time, and combine multiple algorithmic approaches for maximum effectiveness. Each concept builds systematically, ensuring you develop both theoretical understanding and practical implementation skills. Whether you're optimizing supply chains, designing algorithms, or tackling complex engineering problems, this book provides the deep knowledge and practical tools needed to excel in integer linear programming and advance your optimization expertise.
Est. Length
284 pages (14 chapters)
Language
English
Publication date
Sep 11, 2025
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