Applications of Stochastic Programming

Moment and Polynomial Optimization

The Sharpest Cut: The Impact of Manfred Padberg and His Work

A Mathematical View of Interior-point Methods in Convex Optimization

Optimization Software Guide

Lectures on Modern Convex Optimization: Analysis, Algorithms, and Engineering Applications

Optimization for Data Analysis

Trust Region Methods

An Introduction to Convexity, Optimization, and Algorithms

Bayesian Analysis with Python: A practical guide to probabilistic modeling, Edition 3

Introduction to Nonlinear Optimization: Theory, Algorithms, and Applications with Python and MATLAB, Second Edition

Problems and Solutions for Integer and Combinatorial Optimization: Building Skills in Discrete Optimization

Time Series Forecasting using Deep Learning: Combining PyTorch, RNN, TCN, and Deep Neural Network Models to Provide Production-Ready Prediction Solutions (English Edition)

Evaluation Complexity of Algorithms for Nonconvex Optimization: Theory, Computation, and Perspectives

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