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Metaheuristics for Hard Optimization: Methods and Case Studies

by Johann Dréo
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Current price ₹3,639.00
Original price ₹5,597.00
Original price ₹5,597.00
Original price ₹5,597.00
(-35%)
₹3,639.00
Current price ₹3,639.00

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Book cover type: Hardcover
  • ISBN13: 9783540230229
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 372
  • Original Price: EUR 49.99
  • Language: English
  • Edition: 2006
  • Item Weight: 690 grams
  • BISAC Subject(s): Linear & Nonlinear Programming, Computer Science, and Applied

From the Back Cover

Metaheuristics for Hard Optimization comprises of three parts. The first part is devoted to the detailed presentation of the four most widely known metaheuristics:

- the simulated annealing method,

- tabu search,

- the evolutionary algorithms,

- ant colony algorithms.

Each one of these metaheuristics is actually a family of methods, of which the essential elements are discussed. In the second part, the book presents some other less widespread metaheuristics, then, extensions of metaheuristics and some ways of research are described . The problem of the choice of a metaheuristic is posed and solution methods are discussed. The last part concentrates on three case studies from telecommunications, air traffic control, and vehicle routing.

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