£49.36

Princeton University Press Optimization and Learning via Stochastic Gradient Search (Princeton Series in Applied Mathematics)

Price data last checked 44 day(s) ago - refreshing...

View at Amazon

We'll watch every seller, every day. One email when your price arrives.

This is the most expensive it has ever been. Walk away.

£49 today · previous high £49 · all-time low £49

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey
↓ Forecast
where the price is heading next
↓ Statistics
all-time high & low, recent range
↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 47 days · 47 data points (no recent data)

Historical
Generating forecast…
£49.36 £49.12 £49.17 £49.22 £49.28 £49.33 £49.38 26 April 2026 07 May 2026 19 May 2026 30 May 2026 11 June 2026

Price Distribution

Price distribution over 47 days • 1 price levels

Days at Price
47 days 0 12 24 35 47 £49 Days at Price

Price Analysis

Most common price: £49 (47 days, 100.0%)

Price range: £49 - £49

Price levels: 1 different prices over 47 days

Description

An introduction to gradient-based stochastic optimization that integrates theory and implementation This book explains gradient-based stochastic optimization, exploiting the methodologies of stochastic approximation and gradient estimation. Although the approach is theoretical, the book emphasizes developing algorithms that implement the methods. The underlying philosophy of this book is that when solving real problems, mathematical theory, the art of modeling, and numerical algorithms complement each other, with no one outlook dominating the others. The book first covers the theory of stochastic approximation including advanced models and state-of-the-art analysis methodology, treating applications that do not require the use of gradient estimation. It then presents gradient estimation, developing a modern approach that incorporates cutting-edge numerical algorithms. Finally, the book culminates in a rich set of case studies that integrate the concepts previously discussed into fully worked models. The use of stochastic approximation in statistics and machine learning is discussed, and in-depth theoretical treatments for selected gradient estimation approaches are included. Numerous examples show how the methods are applied concretely, and end-of-chapter exercises enable readers to consolidate their knowledge. Many chapters end with a section on “Practical Considerations” that addresses typical tradeoffs encountered in implementation. The book provides the first unified treatment of the topic, written for a wide audience that includes researchers and graduate students in applied mathematics, engineering, computer science, physics, and economics.

Key Features

New Store Stock

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
28 October 2025
Listed Since
13 January 2025

Barcode

No barcode data available

Similar Products You Might Like

Optimization for Machine Learning (Neural Information Processing series)
97% match

Optimization for Machine Learning (Neural Information Processing series)

MIT Press

£44.47 12 Jul 2026
Wiley Optimization and Machine Learning - Computer Science Book
96% match

Wiley Optimization and Machine Learning - Computer Science Book

Wiley

£107.63 17 Jul 2026
Calculus For Data Science: The All in One Textbook (Haneul Choi Mathematics Textbooks)
96% match

Calculus For Data Science: The All in One Textbook (Haneul Choi Mathematics Textbooks)

Price unavailable
Stochastic Optimization Methods: Applications in Engineering and Operations Research
96% match

Stochastic Optimization Methods: Applications in Engineering and Operations Research

Springer

£97.00 04 Jul 2026
High-Performance Simulation-Based Optimization: 833 (Studies in Computational Intelligence, 833)
96% match

High-Performance Simulation-Based Optimization: 833 (Studies in Computational Intelligence, 833)

Springer

£75.32 08 Jul 2026
Metaheuristics for Data Clustering and Image Segmentation: 152 (Intelligent Systems Reference Library, 152)
96% match

Metaheuristics for Data Clustering and Image Segmentation: 152 (Intelligent Systems Reference Library, 152)

Springer

£72.98 13 Jul 2026
Symbolic Regression
96% match

Symbolic Regression

Chapman and Hall/CRC

£77.00 13 Jun 2026
Accelerated Optimization for Machine Learning: First-Order Algorithms
96% match

Accelerated Optimization for Machine Learning: First-Order Algorithms

Springer

£107.85 13 May 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
96% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

Springer

£61.80 12 Jun 2026
Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms (Natural Computing Series)
96% match

Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms (Natural Computing Series)

Springer

£100.08 27 Jun 2026
Minimization Methods for Non-Differentiable Functions: 3 (Springer Series in Computational Mathematics, 3)
96% match

Minimization Methods for Non-Differentiable Functions: 3 (Springer Series in Computational Mathematics, 3)

Springer

£61.03 01 Jul 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
96% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

Springer

£81.16 02 Jul 2026
Springer Intelligent Computational Optimization in Engineering
96% match

Springer Intelligent Computational Optimization in Engineering

Springer

£91.46 15 Jul 2026
First-order and Stochastic Optimization Methods for Machine Learning (Springer Series in the Data Sciences)
96% match

First-order and Stochastic Optimization Methods for Machine Learning (Springer Series in the Data Sciences)

Springer

£67.25 16 Jun 2026
State of the Art in Global Optimization: Computational Methods and Applications: 7 (Nonconvex Optimization and Its Applications, 7)
96% match

State of the Art in Global Optimization: Computational Methods and Applications: 7 (Nonconvex Optimization and Its Applications, 7)

Springer

£165.80 16 Jun 2026
Particle Swarm Optimisation: Classical and Quantum Perspectives: 16 (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)
96% match

Particle Swarm Optimisation: Classical and Quantum Perspectives: 16 (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)

CRC Press

£64.34 08 Jul 2026
Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery
95% match

Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery

Wiley

£73.77 20 Jul 2026
Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods: 434 (Lecture Notes in Control and Information Sciences, 434)
95% match

Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods: 434 (Lecture Notes in Control and Information Sciences, 434)

Springer

£76.41 09 Jul 2026
Machine Learning Paradigms: Applications of Learning and Analytics in Intelligent Systems: 1
95% match

Machine Learning Paradigms: Applications of Learning and Analytics in Intelligent Systems: 1

Springer

£77.59 09 Jul 2026
Machine Learning Paradigms: Applications of Learning and Analytics in Intelligent Systems: 1
95% match

Machine Learning Paradigms: Applications of Learning and Analytics in Intelligent Systems: 1

Springer

£71.08 02 Jul 2026
State of the Art in Global Optimization: Computational Methods and Applications: 7 (Nonconvex Optimization and Its Applications, 7)
95% match

State of the Art in Global Optimization: Computational Methods and Applications: 7 (Nonconvex Optimization and Its Applications, 7)

Springer

£138.86 13 Jun 2026
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II: 175 (Advances in Intelligent Systems and Computing, 175)
95% match

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II: 175 (Advances in Intelligent Systems and Computing, 175)

Springer

£111.00 10 Jul 2026
Applied Machine Learning Using mlr3 in R
95% match

Applied Machine Learning Using mlr3 in R

Chapman and Hall/CRC

£59.36 01 Jul 2026
Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
95% match

Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Chapman and Hall/CRC

£65.73 13 Jun 2026