This book offers a self-contained guide to advanced algorithms and their applications in various fields of science. Gathering contributions by authoritative researchers in the field of mathematics, statistics and computer science, it aims at offering a comprehensive and up-to-date view of algorithms, including the theory behind them, as well as practical considerations, current limitations and solutions. It covers applications in energy management, decision making, computer networks, materials science, mechanics and process optimization. It offers an integrated and timely guide to important algorithms, and represents a valuable reference resource for graduate students and researchers in various fields of applied mathematics, statistics and engineering.
This book offers a self-contained guide to advanced algorithms and their applications in various fields of science. Gathering contributions by authoritative researchers in the field of mathematics, statistics and computer science, it aims at offering a comprehensive and up-to-date view of algorithms, including the theory behind them, as well as practical considerations, current limitations and solutions. It covers applications in energy management, decision making, computer networks, materials science, mechanics and process optimization. It offers an integrated and timely guide to important algorithms, and represents a valuable reference resource for graduate students and researchers in various fields of applied mathematics, statistics and engineering.
Offers a timely snapshot of algorithms application in various research areas Proposes solution to a set of current limitations Provides a comprehensive view of algorithm applications
Šárka Hošková-Mayerová
Random Forest Algorithm Memetic Algorithms Theory of Thermo Elasticity Finite Element Method Energy Efficiency Model Intrusion Detection Systems Applications of Fibonacci Numbers Applications of Lucas Numbers Multi-Objective Evolutionary Algorithms Leaf Recognition Algorithm Algebraic Structures Elastodynamic Solution Simulation Of Elastic-Plastic Deformations Mathematical Optimization in Engineering Practice de Broglie-Bohm theory