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Sequential optimization of integrated climate change models

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  • Janssen, Marco A.

Abstract

A sequential optimization approach is applied to optimize the behavior of a complex dynamical system. It sequentially solves a large set of mathematical equations and next optimizes the behavior of a reduced-system, fixing certain variables of the larger original problem. These two steps are repeated till convergence occurs. The approach is applied to the problem of identifying response strategies for climate change caused by antropogenic emissions of different trace gases. The convergence properties are analyzed for this example.

Suggested Citation

  • Janssen, Marco A., 2001. "Sequential optimization of integrated climate change models," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 54(6), pages 477-489.
    • Handle: RePEc:eee:matcom:v:54:y:2001:i:6:p:477-489
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    References listed on IDEAS

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    1. Janssen, Marco A., 1997. "Optimization of a non-linear dynamical system for global climate change," European Journal of Operational Research, Elsevier, vol. 99(2), pages 322-335, June.
    2. Nordhaus, William D., 1993. "Rolling the 'DICE': an optimal transition path for controlling greenhouse gases," Resource and Energy Economics, Elsevier, vol. 15(1), pages 27-50, March.
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