CodeSopranos/LocalSearch

The research work on local search algorithms

LocalSearch

The research work on local search algorithms solving Quadratic Assignment Problem

references:

• Iterated local search for the quadratic assignment problem
  
• ITERATED LOCAL SEARCH
  
• GUIDED LOCAL SEARCH and here

best known results for tai benchmarks:

• see Page 6. TABLE IX

Cost function history for tai60a

Benchmark: tai20a has 20 items and locations

• Best known solution cost: 703482
  
• Initial solution cost: 873908
  
• Local Search optimal cost 747858 ( exec time 0.06 seconds)
• Iterated Local Search optimal cost 742752 ( exec time 2.92 seconds)
• Guided Local Search optimal cost 717222 ( exec time 0.65 seconds)

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Benchmark: tai40a has 40 items and locations

• Best known solution cost: 3139370
  
• Initial solution cost: 3853396
  
• Local Search optimal cost 3481496 ( exec time 0.16 seconds)
• Iterated Local Search optimal cost 3361050 ( exec time 12.22 seconds)
• Guided Local Search optimal cost 3325712 ( exec time 1.46 seconds)

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Benchmark: tai60a has 60 items and locations

• Best known solution cost: 7205962
  
• Initial solution cost: 8484364
  
• Local Search optimal cost 7959112 ( exec time 0.64 seconds)
• Iterated Local Search optimal cost 7754148 ( exec time 22.11 seconds)
• Guided Local Search optimal cost 7656154 ( exec time 3.82 seconds)

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Benchmark: tai80a has 80 items and locations

• Best known solution cost: 13515450
  
• Initial solution cost: 15707292
  
• Local Search optimal cost 14924312 ( exec time 0.78 seconds)
• Iterated Local Search optimal cost 14773828 ( exec time 36.07 seconds)
• Guided Local Search optimal cost 14460422 ( exec time 8.67 seconds)

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Benchmark: tai100a has 100 items and locations

• Best known solution cost: 21054656
  
• Initial solution cost: 24149696
  
• Local Search optimal cost 23556992 ( exec time 0.33 seconds)
• Iterated Local Search optimal cost 23037370 ( exec time 51.95 seconds)
• Guided Local Search optimal cost 22139380 ( exec time 20.34 seconds)

Comparison:

benchmark	best_known_cost	algorithm	mean_alg_cost	mean_exec_time
data\tai20a	703482	Guided	749870	0.2
data\tai20a	703482	Iterated	731518	2.9
data\tai20a	703482	LocalSearch	763320	0.1
data\tai40a	3139370	Guided	3320935	1.5
data\tai40a	3139370	Iterated	3349834	12.5
data\tai40a	3139370	LocalSearch	3430242	0.2
data\tai60a	7205962	Guided	7683911	3.9
data\tai60a	7205962	Iterated	7793235	23
data\tai60a	7205962	LocalSearch	7979503	0.4
data\tai80a	13515450	Guided	14326908	9.6
data\tai80a	13515450	Iterated	14752530	34.1
data\tai80a	13515450	LocalSearch	15053247	0.5
data\tai100a	21054656	Guided	22197873	22.3
data\tai100a	21054656	Iterated	23035250	50.2
data\tai100a	21054656	LocalSearch	23428402	1