Tools

LEADER 04368cam 2200613 i 4500

001 on1395946681;

003 OCoLC;

005 20250422153032.0;

007 t|;

008 241118t20242024nyua b 001 0 eng d;

010 a| 2024404767;

020 a| 163343883X;

020 a| 9781633438835;

035 a| (Sirsi) 40032677231;

035 a| 40032677231;

035 a| (OCoLC)1395946681;

042 a| lccopycat;

050 00 a| QA76.9.A43b| K43 2024;

082 04 a| 006.312| 23;

245 10 a| Optimization algorithms :b| AI techniques for design, planning, and control problems /c| Alaa Khamis.;

264 1 a| Shelter Island, NY :b| Manning Publications Co,c| [2024];

300 a| xx, 513 pages :b| illustrations ;c| 23 cm;

334 a| single unitb| mono0| http://id.loc.gov/vocabulary/issuance/mono;

336 a| textb| txt0| http://id.loc.gov/vocabulary/contentTypes/txt;

337 a| unmediatedb| n0| http://id.loc.gov/vocabulary/mediaTypes/n;

338 a| volumeb| nc0| http://id.loc.gov/vocabulary/carriers/nc;

340 p| illustrations.0| http://id.loc.gov/vocabulary/millus/ill;

353 a| bibliographyb| bibliography0| http://id.loc.gov/vocabulary/msupplcont/bibliography;

353 a| indexb| index0| http://id.loc.gov/vocabulary/msupplcont/index;

504 a| Includes bibliographical references (pages 492-496) and index.;

505 0 a| Part 1. Deterministic search algorithms. Introduction to search and optimization -- A deeper look at search and optimization -- Blind search algorithms -- Informed search algorithms -- Part 2. Trajectory-based algorithms. Simulated annealing -- Tabu search -- Part 3. Evolutionary computing algorithms. Genetic algorithms -- Genetic algorithm variants -- Part 4. Swarm intelligence algorithms. Particle swarm optimization -- Other swarm intelligence algorithms to explore -- Part 5. Machine learning-based methods. Supervised and unsupervised learning -- Reinforcement learning.;

520 a| Every time you call for a rideshre, order food delivery, book a flight, or schedule a hospital appointement, an algorithm works behind the scenes to find the optimal result. Blending modern AI methods with classical search and optimization techniques can deliver incredible results, especially for the messy problems you encounter in the real world. This book shows you how. 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.;

650 0 a| Computer algorithms.0| http://id.loc.gov/authorities/subjects/sh91000149=| ^A285321;

650 0 a| Metaheuristics.0| http://id.loc.gov/authorities/subjects/sh2016000809=| ^A1480143;

650 0 a| Mathematical optimization.0| http://id.loc.gov/authorities/subjects/sh85082127=| ^A22145;

650 0 a| Nature-inspired algorithms.0| http://id.loc.gov/authorities/subjects/sh2017004160=| ^A1480146;

650 0 a| Machine learning.0| http://id.loc.gov/authorities/subjects/sh85079324=| ^A145211;

650 6 a| Algorithmes.;

650 6 a| Optimisation mathématique.;

650 6 a| Algorithmes inspirés par la nature.;

650 6 a| Apprentissage automatique.;

650 6 a| Métaheuristiques.;

650 7 a| algorithms.2| aat;

758 1| http://id.loc.gov/resources/instances/23925736;

758 4| http://id.loc.gov/ontologies/bibframe/instanceOf1| http://id.loc.gov/resources/works/23925736;

884 a| DLC bibframe2marc v2.9.0g| 20250129142553.0q| DLCu| https://github.com/lcnetdev/bibframe2marc/releases/tag/v2.9.0;

949 i| 30372017724763o| jjlm;

960 o| 1s| 69.99t| Joyner48u| JAPPz| USD;

596 a| 1;

998 a| 6565123;

999 a| QA76.9 .A43 K43 2024w| LCc| 1i| 30372017724763d| 8/12/2025e| 7/10/2025f| 7/9/2025g| 2l| JGESm| JOYNERn| 1r| Ys| Yt| JGESBKu| 3/22/2025x| BOOKz| JSTACKSo| .STAFF. jjlm;

Optimization algorithms : AI techniques for design, planning, and control problems / Alaa Khamis.

Author/creator	Khamis, Alaa M. author.
Format	Book
Publication	Shelter Island, NY : Manning Publications Co, [2024]
Copyright Date	©2024
Description	xx, 513 pages : illustrations ; 23 cm
Subjects	Computer algorithms. Metaheuristics. Mathematical optimization. Nature-inspired algorithms. Machine learning. Algorithmes. Optimisation mathématique. Algorithmes inspirés par la nature. Apprentissage automatique. Métaheuristiques.

Physical medium	illustrations.
Contents	Part 1. Deterministic search algorithms. Introduction to search and optimization -- A deeper look at search and optimization -- Blind search algorithms -- Informed search algorithms -- Part 2. Trajectory-based algorithms. Simulated annealing -- Tabu search -- Part 3. Evolutionary computing algorithms. Genetic algorithms -- Genetic algorithm variants -- Part 4. Swarm intelligence algorithms. Particle swarm optimization -- Other swarm intelligence algorithms to explore -- Part 5. Machine learning-based methods. Supervised and unsupervised learning -- Reinforcement learning.
Abstract	Every time you call for a rideshre, order food delivery, book a flight, or schedule a hospital appointement, an algorithm works behind the scenes to find the optimal result. Blending modern AI methods with classical search and optimization techniques can deliver incredible results, especially for the messy problems you encounter in the real world. This book shows you how. 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.
Bibliography note	Includes bibliographical references (pages 492-496) and index.
LCCN	2024404767
ISBN	163343883X
ISBN	9781633438835

Availability

Library	Location	Call Number	Status	Item Actions
Joyner	General Stacks	QA76.9 .A43 K43 2024	✔ Available	Place Hold

Optimization algorithms : AI techniques for design, planning, and control problems / Alaa Khamis.

Click here for more information about this title

Availability