Optimization · COINCOINCIDENCE Algorithm laboratories
Revisit a family of permutation-learning algorithms through Knight’s Tour, Flow Shop, TSPTW, Sudoku, RNA and Linear Ordering experiments.
Choose an experiment →AI RESEARCHER · EDUCATOR · BUILDER · THINKER
Warin
Wattanapornprom PhD.
Connecting algorithms, artificial intelligence, data, networks and human-centered design—turning earlier research into reproducible software, live laboratories and material that students can inspect.
Combinatorial Optimization
Online Learning
Bioinformatics
AI Education
Network Computing
“Research becomes more valuable when people can run it, question it and build on it.”
LIVE RESEARCH · TEACHING BY BUILDING
Research you can open, run and inspect
These are functioning laboratories rather than placeholder cards. Each page combines an executable system, experimental controls, interpretation and the research story behind it.
Optimization · COIN
Permutation Models · ROSEROSE estimators and fair benchmarks
Compare Relative Order SEquencer variants with COIN, EHBSA, NHBSA and evolutionary baselines under identical evaluators and budgets.
Open Flow Shop benchmark →Fiction Gene
A Thai-fiction intelligence laboratory that follows genre signals across chapters and demonstrates incremental Learn and reversible Unlearn events.
Read stories with Genre DNA →The Espertise Online
An online-learning evolution of a student MBTI psychographic project: Predict, Learn, Unlearn, Restore and Relabel through an auditable event model.
Open the MBTI laboratory →Admission Reaction Lab
A recovered six-reaction Thai NLP model extended with human-confirmed online learning and exact reversible evidence.
Open the admission laboratory →ONE BODY OF WORK
From foundations to systems people can use
1990s → now
Research revisited
Delphi-era ideas migrated into reusable Python/Numba libraries, APIs and reproducible experiments.
CS × AI × DataTeaching across subjects
Algorithms become games and laboratories; probability, databases, networks and web programming meet in capstone systems.
Lab → fieldApplied intelligence
Computer vision, bioinformatics, optimization and responsible analytics designed for research, teaching and future deployment.