The Boosted DC Algorithm for Clustering with Constraints

This paper aims to investigate the effectiveness of the recently proposed Boosted Difference of Convex functions Algorithm (BDCA) when applied to clustering with constraints and set clustering with constraints problems. This is the first paper to apply BDCA to a problem with nonlinear constraints. We present the mathematical basis for the BDCA and Difference of Convex functions Algorithm (DCA), along with a penalty method based on distance functions. We then develop algorithms for solving these problems and computationally implement them, with publicly available implementations. We compare old examples and provide new experiments to test the algorithms. We find that the BDCA method converges in fewer iterations than the corresponding DCA-based method. In addition, BDCA yields faster CPU running-times in all tested problems

Between mediatisation and politicisation: The changing role and position of Whitehall press officers in the age of political spin

Despite widespread critiques of ‘political spin’, the way governments engage with the mass media has attracted relatively little empirical attention. There is a small but growing body of research into bureaucracies’ responses to mediatisation from within which have identified tensions between bureaucratic and party political values, but this has not included the United Kingdom. There are concerns that the traditional dividing line between government information and political propaganda has come under increasing pressure as a higher premium is placed on persuasion by both journalists and politicians battling for public attention in an increasingly competitive market. Within Whitehall, the arrival of Labour in 1997 after 18 years in opposition was a watershed for UK government communications, allowing the government to reconfigure its official information service in line with the party political imperative to deploy strategic communications as a defence against increasingly invasive media scrutiny. Public relations, in government as elsewhere, has grown in scale, scope and status, becoming institutionalised and normalised within state bureaucracies, but how has this affected the role, status and influence of the civil servants who conduct media management? Within the system of executive self-regulation of government publicity that is characteristic of Whitehall, government press officers must negotiate a difficult path between the need to inform citizens about the government’s programme, and demands by ministers to deploy privileged information to secure and maintain personal and party advantage in the struggle for power. Taking 1997 as a turning point, and through the voices of the actors who negotiate government news – mainly press officers, but also journalists and special advisers – this article examines the changing role and position of Whitehall press officers in what has become known as the age of political spin, finding that profound and lasting change in the rules of engagement has taken place and is continuing

The convenient ambiguity of 'tone': Style and the politics of witnessing in Kate Adie's reporting of the Dunblane tragedy

Kate Adie’s coverage of the 1996 murder of 16 schoolchildren and their teacher in the Scottish town of Dunblane occasioned much critical discussion. Using material from the newly constituted Kate Adie Collection at the University of Sunderland Library, this article looks at aspects of the ‘tone’ and content in Adie’s reports, and reflects upon the ways in which style and practice can position the reporter relative to the affected community. The article highlights the importance of Adie’s established practices and public renown as a high-profile war reporter for the BBC, as well as the socio-political environment of the reports which includes a political resurgence of Scottish nationalism with an associated identity politics. Through critical analysis, the article sets Adie’s reports within a tradition of media ‘bearing witness’ to tragedy, while suggesting that they offer an insight into potential breaches in the assessment of the emotional performativity of witnessing