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CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 9 Months Ended
--- | ---
May 31, 2018 | May 31, 2017
Cash flows from operating activities: |  |
Net income | $ 144,149 | $ 81,126
Adjustments to reconcile net income to net cash provided by operating activities: |  |
Depreciation and amortization | 583,646 | 570,557
Restructuring and related charges | 14,838 | 58,613
Recognition of stock-based compensation expense and related charges | 74,977 | 33,377
Deferred income taxes | (39,762) | (44,916)
Provision for allowance for doubtful accounts | 20,577 | 8,524
Other, net | (4,059) | 17,766
Change in operating assets and liabilities, exclusive of net assets acquired: |  |
Accounts receivable | (186,231) | (85,761)
Inventories | (379,658) | (216,149)
Prepaid expenses and other current assets | (32,981) | 100,397
Other assets | (21,542) | (28,852)
Accounts payable, accrued expenses and other liabilities | 20,897 | 38,341
Net cash provided by operating activities | 194,851 | 533,023
Cash flows from investing activities: |  |
Acquisition of property, plant and equipment | (819,167) | (482,739)
Proceeds and advances from sale of property, plant and equipment | 246,370 | 43,437
Cash paid for business and intangible asset acquisitions, net of cash | (109,664) | (36,620)
Other, net | (2,360) | (1,360)
Net cash used in investing activities | (684,821) | (477,282)
Cash flows from financing activities: |  |
Borrowings under debt agreements | 6,847,756 | 5,432,503
Payments toward debt agreements | (6,472,728) | (5,370,936)
Payments to acquire treasury stock | (316,394) | (237,135)
Dividends paid to stockholders | (44,274) | (45,550)
Net proceeds from exercise of stock options and issuance of common stock under employee stock purchase plan | 12,844 | 11,246
Treasury stock minimum tax withholding related to vesting of restricted stock | (22,526) | (11,558)
Other, net | (11,876) | (1,496)
Net cash used in financing activities | (7,198) | (222,926)
Effect of exchange rate changes on cash and cash equivalents | (15,259) | (943)
Net decrease in cash and cash equivalents | (512,427) | (168,128)
Cash and cash equivalents at beginning of period | 1,189,919 | 912,059
Cash and cash equivalents at end of period | $ 677,492 | $ 743,931

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