Titlebook: Building Decision Support Systems; using MiniZinc Mark Wallace Textbook 2020 Springer Nature Switzerland AG 2020 Decision Support Systems.O

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The Splitting Method and Double Sequences,A MiniZinc model comprises decision variables, constraints and parameters which represent the decisions, requirements and data of the problem model. MiniZinc models are developed for the examples from Chap. .. Thus the basic syntax of MiniZinc is introduced in a practical context.

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Mathematical Cardiac ElectrophysiologyThis chapter covers the five main classes of model: finite domain, propositional, linear, integer-linear and non-linear. Each of these classes is illustrated by several examples, concluding with the Black-Scholes formula for options pricing.

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https://doi.org/10.1007/978-3-031-18868-8This chapter explores how models of the different classes introduced in Chap. . are expressed in MiniZinc. To do this MiniZinc constructs such as logical connectives, comprehensions, predicates, functions and local variables are introduced. Modelling tricks include use of global constraints, and selecting an appropriate solver.

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Emerson G. Escolar,Yasuaki HiraokaUncertainty is divided into probability and risk—related to “known unknowns” and “unknown unknowns” made famous by the US secretary of defence Donald Rumsfeld. Probability distributions are introduced, as well as scenarios, weighted by their probabilities. The chapter concludes with an exploration of statistics.

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Thomas Ourmières-Bonafos,Fabio PizzichilloThe final chapter explores today’s hard problems which will be tackled by IDS in the future: transport and congestion; energy; planning and automation; and integrated supply chains. The book concludes with a short intoruction to ..

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Constraint Classes,This chapter covers the five main classes of model: finite domain, propositional, linear, integer-linear and non-linear. Each of these classes is illustrated by several examples, concluding with the Black-Scholes formula for options pricing.

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Search Control in MiniZinc,This chapter describes how search can be controlled in MiniZinc. Variable order, value order, sequential solving and restarting are introduced. This is illustrated by examples including N-Queens, and job shop scheduling