This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced third edition has been fully revised and expanded with new content on deep learning, scalarization methods, large-scale optimization algorithms, and collective decision-making algorithms. Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.
This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced second edition has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs. Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.
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Effective sustainability communication can deliver business value. Get it wrong, however, and the reputational damage will be costly. Stakeholders, and the general public as well as activists, are unforgiving of companies whose products, services, business practices or culture fall short of their socially responsible rhetoric. Based on close to one hundred in-depth interviews with leading experts, Christian Conrad and Marjorie Thompson's The New Brand Spirit helps corporate communications and marketing professionals tackle this conundrum by providing a first-hand view of eight distinct and relevant stakeholder perspectives. Nineteen comprehensive and well-researched best practice cases from sustainability leaders like IBM, Unilever, Marks & Spencer and Puma will inspire all those tasked with communicating sustainability with practical and applicable tools and lessons learned. The result is a book that will enable senior executives, corporate communication professionals and brand managers to decide when, to whom and how to communicate sustainability related messages - and when not to.
At the end of World War II the Allies faced a threefold challenge: how to punish perpetrators of appalling crimes for which the categories of 'genocide' and 'crimes against humanity' had to be coined; how to explain that these had been committed by Germany, of all nations; and how to reform Germans. The Allied answer to this conundrum was the application of historical reasoning to legal procedure. In the thirteen Nuremberg trials held between 1945 and 1949, and in corresponding cases elsewhere, a concerted effort was made to punish key perpetrators while at the same time providing a complex analysis of the Nazi state and German history. Building on a long debate about Germany's divergence from a presumed Western path of development, Allied prosecutors sketched a historical trajectory which had led Germany to betray the Western model. Historical reasoning both accounted for the moral breakdown of a 'civilised' nation and rendered plausible arguments that this had indeed been a collective failure rather than one of a small criminal clique. The prosecutors therefore carefully laid out how institutions such as private enterprise, academic science, the military, or bureaucracy, which looked ostensibly similar to their opposite numbers in the Allied nations, had been corrupted in Germany even before Hitler's rise to power. While the argument, depending on individual protagonists, subject matters, and contexts, met with uneven success in court, it offered a final twist which was of obvious appeal in the Cold War to come: if Germany had lost its way, it could still be brought back into the Western fold. The first comprehensive study of the Nuremberg trials, The Betrayal thus also explores how history underpins transitional trials as we encounter them in today's courtrooms from Arusha to The Hague.
There were eighty of them. They were young, clever and cultivated; they were barely in their thirties when Adolf Hitler came to power. Their university studies in law, economics, linguistics, philosophy and history marked them out for brilliant careers. They chose to join the repressive bodies of the Third Reich, especially the Security Service (SD) and the Nazi Party’s elite protection unit, the SS. They theorized and planned the extermination of twenty million individuals of allegedly ‘inferior’ races. Most of them became members of the paramilitary death squads known as Einsatzgruppen and participated in the slaughter of over a million people. Based on extensive archival research, Christian Ingrao tells the gripping story of these children of the Great War, focusing on the networks of fellow activists, academics and friends in which they moved, studying the way in which they envisaged war and the ‘world of enemies’ which, in their view, threatened them. The mechanisms of their political commitment are revealed, and their roles in Nazism and mass murder. Thanks to this pioneering study, we can now understand how these men came to believe what they did, and how these beliefs became so destructive. The history of Nazism, shows Ingrao, is also a history of beliefs in which a powerful military machine was interwoven with personal experiences, fervour, anguish, utopia and cruelty.
Contrary to other world regions, political regimes in the Middle East and North Africa (MENA) remain largely authoritarian. While the search for explanations is still ongoing, Christian Neugebauer draws attention to a hitherto underresearched factor: economic liberalization. Being part of a global shift from state-led development towards structural adjustment in the economy, these policies also deeply affected the countries of the MENA region. This makes the resilience of authoritarianism in the region all the more puzzling, as a large part of the scientific community expected economic liberalization to undermine authoritarian regimes. Neugebauer strives to solve the puzzle with a comparative case study that covers four countries (Egypt, Tunisia, Jordan, and Morocco) and their political regimes, from independence in the 1950s to the Arab Spring in 2011. He shows that two specific policies of economic liberalization might in fact have been relevant for regime stability: consumer-price liberalization and privatization.
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