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This textbook explains the fundamentals of Markov Chain Monte Carlo (MCMC) without assuming advanced knowledge of mathematics and programming. 2, which introduces readers to the Monte Carlo algorithm and highlights the advantages of MCMC, Chap.
Introductory courses in combinatorial optimization are popular at the upper undergraduate/graduate levels in computer science, industrial engineering, and business management/OR, owed to its wide applications in these fields.
Four leading experts convey the excitement and promise of data science and examine the major challenges in gaining its benefits and mitigating potential harms. Aimed at... Læs mere
This introductory textbook provides detailed coverage of the rapidly growing field of complexity science and accommodates readers from a wide variety of backgrounds, and with varying... Læs mere
This book exclusively presents in-depth information regarding bio-inspired algorithms solving real world problems focussing on fault-tolerant... Læs mere
Simulating the behavior of a human heart, predicting tomorrow's weather, optimizing the aerodynamics of a sailboat, finding the ideal cooking time for a hamburger: to solve these problems, cardiologists, meteorologists, sportsmen, and engineers can count on math help.
Moth-Flame Optimization algorithm is an emerging meta-heuristic published in 2015. This book provides... Læs mere
Designed to accompany one- or two-semester courses for advanced undergraduate or graduate students, this textbook is widely regarded as the 'bible of computer algebra'. Its... Læs mere
Handbook of Computer Programming with Python provides a hands-on experience based on the underlying topics, and assist students and faculty members in developing their algorithmic thought process and developing programs for given computational problems.
The text discusses nature inspired algorithms and their applications in a comprehensive manner. It will be an ideal reference text for graduate students in the field of electrical engineering, electronics engineering, computer science and engineering.
This book presents the genetic and evolutionary, algorithms and strategies associated with pertinent issues in materials science domain. It... Læs mere
This book provides a better understanding of mutant strains and their pathogenicity by performing genomic sequences of samples. The book will benefit clinicians, educators, scientists, industrialists and policymakers in handling the crisis of the outbreak.