Cover Image
Read Now

Optimization algorithms AI techniques for design, planning, and control problems

Optimization Algorithms explains in clear language how optimization algorithms work and what you can do with them. This engaging book goes beyond toy examples, presenting detailed scenarios that use actual industry data and cutting-edge AI techniques. You will learn how to apply modern optimization...

Full description

Bibliographic Details
Main Author: Khamis, Alaa M.
Format: eBook
Language:English
Published: [Shelter Island, New York] Manning Publications 2024
Edition:[First edition]
Subjects:
Nature-inspired Algorithms / Http://id.loc.gov/authorities/subjects/sh2017004160
Apprentissage Automatique
Optimisation Mathématique
Mathematical Optimization / Http://id.loc.gov/authorities/subjects/sh85082127
Algorithms / Aat
Algorithmes
Machine Learning / Http://id.loc.gov/authorities/subjects/sh85079324
Algorithmes Inspirés Par La Nature
Computer Algorithms / Http://id.loc.gov/authorities/subjects/sh91000149
Algorithms / Http://id.loc.gov/authorities/subjects/sh85003487
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
Summary:Optimization Algorithms explains in clear language how optimization algorithms work and what you can do with them. This engaging book goes beyond toy examples, presenting detailed scenarios that use actual industry data and cutting-edge AI techniques. You will learn how to apply modern optimization algorithms to real-world problems like pricing products, matching supply with demand, balancing assembly lines, tuning parameters, coordinating mobile networks, and cracking smart mobility challenges
Physical Description:1 sound file (15 hr., 34 min.)

Similar Items