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...

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Bibliographic Details
Other Authors: Khamis, Alaa M., author (author)
Format: Nonmusical Recording
Language:Inglés
Published: [Shelter Island, New York] : Manning Publications [2024]
Edition:[First edition]
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009869101606719
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 online resource (1 sound file (15 hr., 34 min.))