Black Box Optimization, Machine Learning, and No-Free Lunch Theorems by Panos M.

Black Box Optimization, Machine Learning, and No-Free Lunch Theorems by Panos M. Pardalos, Varvara Rasskazova, Michael N. Vrahatis

Estimated delivery 3-12 business days

Format Hardcover

Condition Brand New

Description The book is intended for beginners who wish to achieve a broad overview of optimization methods and also for more experienced researchers as well as researchers in mathematics, optimization, operations research, quantitative logistics, data analysis, and statistics, who will benefit from access to a quick reference to key topics and methods.

Publisher Description

This edited volume illustrates the connections between machine learning techniques, black box optimization, and no-free lunch theorems. Each of the thirteen contributions focuses on the commonality and interdisciplinary concepts as well as the fundamentals needed to fully comprehend the impact of individual applications and problems.  Current theoretical, algorithmic, and practical methods used are provided to stimulate a new effort towards innovative and efficient solutions. The book is intended for beginners who wish to achieve a broad overview of optimization methods and also for more experienced researchers as well as researchers in mathematics, optimization, operations research, quantitative logistics, data analysis, and statistics, who will benefit from access to a quick reference to key topics and methods. The coverage ranges from mathematically rigorous methods to heuristic and evolutionary approaches in an attempt to equip the reader with different viewpoints of the same problem.

Author Biography

Panos M. Pardalos serves as distinguished professor of industrial and systems engineering at the University of Florida. Additionally, he is the Paul and Heidi Brown Preeminent Professor of industrial and systems engineering. Professor Pardalos is also an affiliated faculty member of the computer and information science department, the Hellenic Studies Center, and the biomedical engineering program. Additionally, he serves as the director of the Center for Applied Optimization. Professor Pardalos is a world leading expert in global and combinatorial optimization. His recent research interests include network design problems, optimization in telecommunications, ecommerce, data mining, biomedical applications, and massive computing. Panos Pardalos is a prolific author who lectures all over the world. He is the recipient of a multitude of fellowships and awards, the most recent of which is the Humboldt Research Award (2018).Varvara A. Rasskazova is aResearcher and Senior Lecture in Moscow Aviation Institute. The area of scientific interests is discrete optimization and guaranteed approximation algorithms for solving transportation and assignment problems on Railway and Metallurgical Production. She is an active participant of regular international conferences on Operations Research and Mathematical Programming, and author of more than 40 publications.Michael N. Vrahatis focuses on mathematics, natural computing and computational intelligence, global optimization, reliable computing and imprecise data, artificial neural networks and machine learning. He has participated in the organization of over 300 conferences serving at several positions, and participated in more than 240 conferences, congresses and advanced schools as active participant, speaker or keynote speaker. He has been a visiting research fellow in many different institutions including Cornell, MIT, CERN, and INRIA. He is a professor in the Department of Mathematics at the University of Patras since 2000. He is also serving as the director of the newly founded Institute of Artificial Intelligence of University of Patras. The corpus of his work consists of over 400 publications. According to Google Scholar his work has been cited more than 16000 times (h-index 56).

Details ISBN 3030665143 ISBN-13 9783030665142 Title Black Box Optimization, Machine Learning, and No-Free Lunch Theorems Author Panos M. Pardalos, Varvara Rasskazova, Michael N. Vrahatis Format Hardcover Year 2021 Pages 388 Edition 1st Publisher Springer Nature Switzerland AG GE_Item_ID:137759377; About Us

Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love!

Shipping & Delivery Times

Shipping is FREE to any address in USA.

Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated.

International deliveries will take 1-6 weeks.

NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations.

Returns

If you wish to return an item, please consult our Returns Policy as below:

Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted.

Returns must be postmarked within 4 business days of authorisation and must be in resellable condition.

Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit.

For purchases where a shipping charge was paid, there will be no refund of the original shipping charge.

Additional Questions

If you have any questions please feel free to Contact Us.

Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys