video management systems and accessories working together as an integrated solution to meet global security standards. Our casino floor security cameras feature high-res image quality and Wide Dynamic Range to see gaming details. Once model parameters have been discovered, we use a specialized variant of the simulated annealing algorithm to produce optimized and realistic casino floor configurations. Pelco provides smart video surveillance systems and software for casinos and gaming to address fraud, theft. We show that performance data for individual machines can uniquely determine all model parameters, free of mathematical degeneracy, and we demonstrate that our model is robust against statistical noise. We then develop a generalized non-linear parameterized model for casino floor performance that takes into account the mixture of machines, their individual performances, and their location on the gaming floor relative to other machines, table games, and attributes such as walls and walkways. We show that there exists a single solution on the Pareto front that minimizes the changes required to the existing mixture of slot machines.

We calculate the trade-off curve (or Pareto front), such that the “coin-in” objective cannot be improved upon without degrading the “win” objective, and vice-versa. We begin by extending a linear formulation of the casino floor optimization problem to our multi-objective framework.

We introduce a powerful multi-objective evolutionary optimization and data-modelling platform, developed by the presenter since 2002, and show how this software can be used for casino floor optimization. This problem belongs to a larger class of spatial resource optimization problems, concerned with optimizing the allocation and spatial distribution of finite resources, subject to various constraints. We present a mathematical framework and computational approach that aims to optimize the mix and locations of slot machine types and denominations, plus other games to maximize the overall performance of the gaming floor.

Casino floor management software