Optimization


Convex Optimization
Introduction to Linear Optimization (Athena Scientific Series in Optimization and Neural Computation, 6)
Numerical Optimization (Springer Series in Operations Research and Financial Engineering)
Areté: Activate Your Heroic Potential
Linear and Nonlinear Programming (International Series in Operations Research & Management Science)
Combinatorial Optimization: Algorithms and Complexity (Dover Books on Computer Science)
Genetic Algorithms in Search, Optimization and Machine Learning
Practical Methods of Optimization
Convex Analysis and Nonlinear Optimization: Theory and Examples (CMS Books in Mathematics)
Optimization by Vector Space Methods (Wiley Professional)
Nonlinear Programming
Robust Optimization
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
Convex Analysis and Optimization
Linear Programming and Network Flows
Genetic Algorithms in Search, Optimization and Machine Learning by David Edward GoldbergGenetic Programming by John R. KozaFoundations of Genetic Programming by William B. LangdonEvolutionary Computation by Kenneth A. De JongMulti-Objective Optimization using Evolutionary Algorithms by Kalyanmoy Deb
Evolutionary Algorithms
86 books — 6 voters

We are not randomly suboptimal in our decisions. We are systematically suboptimal.
Leland Wilkinson, The Grammar of Graphics. Statistics and Computing.

The real problem is that programmers have spent far too much time worrying about efficiency in the wrong places and at the wrong times; premature optimization is the root of all evil (or at least most of it) in programming.
Donald Knuth

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