Everything about Optimization Programming Language

🧭 Start here: a 6-step reading path

1. Read the overview: Optimization Programming LanguageA 5-minute orientation
2. Skim a recent paper: Influence of Programming Language on the Execution Time of Ant Colony Optimization AlgorithmInfluential work since 2022
3. Pick up a classic book: Nonlinear Parameter Optimization Using R ToolsThe most-reprinted book on the subject
4. Read the landmark paper: Separation optimization in HPLC analysis implemented in R programming languageCited 13 times
5. Go sideways: CPLEXA closely related topic
6. Go sideways: OptimJA closely related topic

🏆 Landmark papers (most cited)

• Separation optimization in HPLC analysis implemented in R programming language

  Ch. Zisi, A. Pappa-Louisi, P. Nikitas · 2020 · Journal of Chromatography A · 13 citations

• MCL — Optimization oriented programming language

  C.S. Chassapis, D.G. Papageorgiou, I.E. Lagaris · 1989 · Computer Physics Communications · 10 citations

• The OPL Optimization Programming Language

  A. Tuson, P. van Hentenryck · 2000 · The Journal of the Operational Research Society · 1 citations

• EFFECTIVENESS OF IMPLEMENTING SWARM OPTIMIZATION IN THE PYTHON PROGRAMMING LANGUAGE

  FGBOU VO “Chechen State University named after A. A. Kadyrov”, Khava A. Gubasheva, Malika A. Biysultanova · 2024 · EKONOMIKA I UPRAVLENIE: PROBLEMY, RESHENIYA · 0 citations

• Research on the performance optimization issue in the Java programming language

  State University of Information and Communication Technologies, Kyiv, K. P. Storchak · 2023 · Connectivity · 0 citations

• Optimization design of CAI for computer programming language to improve student’s competence

  M Sukardjo, L Sugiyanta, Y Supriyanto · 2019 · Journal of Physics: Conference Series · 0 citations

🆕 Influential since 2022

• Influence of Programming Language on the Execution Time of Ant Colony Optimization Algorithm

  Luka Olivari, Luca Olivari · 2022 · Tehnički glasnik · 1 citations

• OPTIMIZATION OF THE HELICOPTER TRANSMISSION DESIGN PROCESS USING CUSTOM CALCULATION TOOLS IN THE C PROGRAMMING LANGUAGE

  Alexey Olegovich Turulin · 2025 · Universum:Technical sciences · 0 citations

📚 Books worth reading

• Nonlinear Parameter Optimization Using R ToolsJohn C. Nash · 2014
• Solving problems in scientific computing using Maple and MATLABWalter Gander · 1993
• Scatter searchManuel Laguna, Rafael Martí · 2003
• LedaKurt Mehlhorn, Stefan Näher · 1999
• Rigorous global searchR. Baker Kearfott · 1996
• Modeling languages in mathematical optimizationJosef Kallrath · 2004
• 📕Introduction to combinatorial testingD. Richard Kuhn · 2013
• 📕OPUSBarbara Chapman · 1997

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• CPLEX IBM ILOG CPLEX Optimization Studio (often informally referred to simply as CPLEX) is an optimization software package. The CPLEX Optimizer was named after…
• OptimJ OptimJ is an extension for Java with language support for writing optimization models and abstractions for bulk data processing. The extensions and the…
• Quadratic knapsack problem The quadratic knapsack problem (QKP), first introduced in 19th century, is an extension of knapsack problem that allows for quadratic terms in the objective…
• MPS (format) MPS (Mathematical Programming System) is a file format for presenting and archiving linear programming (LP) and mixed integer programming problems. The…
• ILOG ILOG S.A. was an international software company purchased and incorporated into IBM, announced in January 2009. It created enterprise software products…
• Knapsack problem The knapsack problem is the following problem in combinatorial optimization: Given a set of items, each with a weight and a value, determine which items…
• Immutable object In object-oriented (OO) and functional programming, an immutable object (unchangeable object) is an object whose state cannot be modified after it is created…
• Union type In computer science, a union is a value that may have any of multiple representations or formats within the same area of memory, or a variable that may…