
Автор: Susmita Bandyopadhyay
Издательство: CRC Press
Год: 2023
Страниц: 395
Язык: английский
Формат: pdf (true)
Размер: 26.0 MB
This book presents different tools and techniques used for Decision Support Systems (DSS), including decision tree and table, and their modifications, multi-criteria decision analysis techniques, network tools of decision support, and various case-based reasoning methods supported by examples and case studies. Latest developments for each of the techniques have been discussed separately, and possible future research areas are duly identified as intelligent and spatial DSS. This book aims at describing different tools and techniques in order to assist the decision making in all levels of management. The field of AI includes several concepts such as, Machine Learning, natural language processing (NLP), Deep Learning, expert system, artificial general intelligence, speech recognition, problem-solving, fuzzy logic, cognitive computing, and nature-based techniques. The subsequent section is going to discuss different nature-based algorithms (genetic algorithm (GA), particle swarm optimization (PSO), ant colony optimization (ACO), artificial immune algorithm (AIA), differential evolution (DE), simulated annealing (SA), etc).