Applied Simulated Annealing
Rene V.V. Vidal
Springer Berlin Heidelberg, Feb 10, 1993 - Business & Economics - 358 pages
In February 1992, I defended my doctoral thesis: Engineering Optimiza tion - selected contributions (IMSOR, The Technical University of Den mark, 1992, p. 92). This dissertation presents retrospectively my central contributions to the theoretical and applied aspects of optimization. When I had finished my thesis I became interested in editing a volume related to a new expanding area of applied optimization. I considered several approaches: simulated annealing, tabu search, genetic algorithms, neural networks, heuristics, expert systems, generalized multipliers, etc. Finally, I decided to edit a volume related to simulated annealing. My main three reasons for this choice were the following: (i) During the last four years my colleagues at IMSOR and I have car ried out several applied projects where simulated annealing was an essential. element in the problem-solving process. Most of the avail able reports and papers have been written in Danish. After a short review I was convinced that most of these works deserved to be pub lished for a wider audience. (ii) After the first reported applications of simulated annealing (1983- 1985), a tremendous amount of theoretical and applied work have been published within many different disciplines. Thus, I believe that simulated annealing is an approach that deserves to be in the curricula of, e.g. Engineering, Physics, Operations Research, Math ematical Programming, Economics, System Sciences, etc. (iii) A contact to an international network of well-known researchers showed that several individuals were willing to contribute to such a volume.
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Problem Independent Distributed Simulated Annealing
On Simulating Thermodynamics
Solving the Quadratic Assignment Problem
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Aarts accepted afforestation allocated application approach assignment average Branch and Bound calculation clusters combinatorial optimization combinatorial optimization problems compared concentrator configuration constraints convergence cooling schedule cooling strategy cost function current solution data sets decrease described distribution efficiency energy evaluation exchange experiments feasible solution Figure forest compartments function value Gibbs sampler given global global optimum graph Greedy Algorithm heuristic method IEEE implemented initial solution initial temperature layout Markov chain maximum minimized minimum moves neighbor nesting problem number of iterations number of pallets number of processors objective function Operations Research optimal solution optimum pallet of type paper parallel parameters partition performed period pixel practical presented Quadratic Assignment Problem randomly scheme sequential simulated annealing algorithm simulated annealing method sirens solution quality solve speedup Table tabu list tabu search teacher tests timetable Transputer Traveling Salesman Problem tuple zero