Jacques Janssen Christos H. Skiadas Constantin Zopounidis
Advances in Stochastic Modelling and Data Analysis presents the most recent developments in the field, together with their applications, mainly in the areas of insurance, finance, forecasting and marketing. In addition, the possible interactions between data analysis, artificial intelligence, decision support systems and multicriteria analysis are examined by top researchers. Audience: A wide readership drawn from theoretical and applied mathematicians, such as operations researchers, management scientists, statisticians, computer scientists, bankers, marketing...
Advances in Stochastic Modelling and Data Analysis presents the most recent developments in the field, together with their applications, main...
Michael Doumpos Constantin Zopounidis Panos M. Pardalos
The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and algorithmic procedures. In this context, the field of computational intelligence provides an arsenal of particularly useful techniques. These techniques include new modeling tools for decision making under risk and uncertainty, data mining techniques for analyzing complex data bases, and powerful algorithms for complex optimization problems. Computational intelligence has also evolved rapidly over the past few years and it is now one of the...
The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and...
Multicriteria analysis is a growing field in operations research and management science. This book presents recent advances in this area, including multicriteria optimization, multiattribute utility theory, outranking methods, disaggregation techniques.
Multicriteria analysis is a growing field in operations research and management science. This book presents recent advances in this area, including mu...
This book presents a set of new, innovative mathematical modeling tools for analyzing financial risk. Operational Tools in theManagement of Financial Risks presents an array of new tools drawn from a variety of research areas, including chaos theory, expert systems, fuzzy sets, neural nets, risk analysis, stochastic programming, and multicriteria decision making. Applications cover, but are not limited to, bankruptcy, credit granting, capital budgeting, corporate performance and viability, portfolio selection/management, and country risk. The book is organized into...
This book presents a set of new, innovative mathematical modeling tools for analyzing financial risk. Operational Tools in theManagement...
Alexandra Maragkogianni Spiros Papaefthimiou Constantin Zopounidis
The book quantifies the impact of in-port ships greenhouse gas emissions and air pollution in adjacent cities, and evaluates the feasibility of implementing shore-side electricity facilities in Europe to reduce the unwanted social and environmental effects of ships at berth. The book also discusses the potential of future green ports and the use of shore side electricity as a means of achieving them. Individual chapters focus on the economic and social costs of in-port ships emissions by illustrating current environmental policies to mitigate air emissions and the available abatement...
The book quantifies the impact of in-port ships greenhouse gas emissions and air pollution in adjacent cities, and evaluates the feasibility of imp...
This book presents a broad range of innovative applications and case studies in all areas of management and engineering, including public administration, finance, marketing, engineering, transportation, and energy systems. It addresses issues related to problem structuring, preference modeling, and model construction, presenting a framework that provides clear decision-making support in practice. In addition, it includes hybrid and integrated techniques combining multiple criteria decision making (MCDM) with other analytical methods. The book reflects the growing impact of MCDM in the...
This book presents a broad range of innovative applications and case studies in all areas of management and engineering, including public administr...
This book presents recent advancements of research, new methods and techniques, applications and projects in decision making and decision support systems. It explores expert systems and neural networks, knowledge engineering and management, fuzzy sets and systems and computational methods for optimization, data analysis and decision making. It presents applications in Economics, Finance, Management and Engineering. The book undertakes to stimulate scientific exchange, ideas and experiences in the field of decision making in Economy and Management. Researchers and practitioners alike will...
This book presents recent advancements of research, new methods and techniques, applications and projects in decision making and decision support syst...
This book provides a concise introduction into the fundamentals and applied techniques of multiple criteria decision making in the finance sector. Based on an analysis of the nature of financial decisions and the general methods of financial modelling, risk management and financial engineering, the book introduces into portfolio management, banking management and credit scoring. Finally the book presents an overview of further applications of multi criteria analysis in finance and gives an outlook on future perspectives for the application of MCDA in finance.
This book provides a concise introduction into the fundamentals and applied techniques of multiple criteria decision making in the finance sector. Bas...
This book focuses on the use of farm level, micro- and macro-data of cooperative systems and networks in developing new robust, reliable and coherent modeling tools for agricultural and environmental policy analysis. The efficacy of public intervention on agriculture is largely determined by the existence of reliable information on the effects of policy options and market developments on farmers' production decisions and in particular, on key issues such as levels of agricultural and non-agricultural output, land use and incomes, use of natural resources, sustainable-centric management,...
This book focuses on the use of farm level, micro- and macro-data of cooperative systems and networks in developing new robust, reliable and coherent ...
This book provides a new point of view on the field of financial engineering, through the application of multicriteria intelligent decision aiding systems. The aim of the book is to provide a review of the research in the area and to explore the adequacy of the tools and systems developed according to this innovative approach in addressing complex financial decision problems, encountered within the field of financial engineering. Audience: Researchers and professionals such as financial managers, financial engineers, investors, operations research specialists, computer...
This book provides a new point of view on the field of financial engineering, through the application of multicriteria intelligent decision aiding sys...