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Delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of practical applications. This book provides a... Læs mere
Artificial intelligence should be changing society, not reinforcing capitalist notions of work
The techniques described in the book draw from fields such as graph theory and logic, and are routinely used in industry.The authors introduce the basic terminology of SAT, Satisfiability Modulo Theories (SMT) and the DPLL(T) framework.
Decision-making in the face of uncertainty is a challenge in machine learning, and the multi-armed bandit model is a common framework to address it. This comprehensive introduction is... Læs mere
Expanding on the highly successful formula of the first edition, this book now serves as the primary textbook of choice for any algorithm design course while maintaining its status as the premier practical reference guide to algorithms.
Statistical graphing was born in the seventeenth century as a scientific tool, but it quickly escaped all disciplinary bounds. Today graphics are ubiquitous in... Læs mere
This book covers theory and practical knowledge of probabilistic data structures (PDS) and blockchain (BC) concepts. It... Læs mere
This edited text draws together the insights of numerous worldwide eminent academics to evaluate the condition of predictive policing and artificial... Læs mere