--------------------------------------------------------------------------------
                               SEMI-ANNUAL REPORT
--------------------------------------------------------------------------------
                                  JUNE 30, 2002
--------------------------------------------------------------------------------


                                 THE VALUE LINE

                                   FUND, INC.




                                     [LOGO]
                                   VALUE LINE
                              NO-LOAD MUTUAL FUNDS


INVESTMENT ADVISER     Value Line, Inc.
                       220 East 42nd Street
                       New York, NY 10017-5891

DISTRIBUTOR            Value Line Securities, Inc.
                       220 East 42nd Street
                       New York, NY 10017-5891

CUSTODIAN BANK         State Street Bank and Trust Co.
                       225 Franklin Street
                       Boston, MA 02110

SHAREHOLDER            State Street Bank and Trust Co.
SERVICING AGENT        c/o NFDS
                       P.O. Box 219729
                       Kansas City, MO 64121-9729

INDEPENDENT            PricewaterhouseCoopers LLP
ACCOUNTANTS            1177 Avenue of the Americas
                       New York, NY 10036

LEGAL COUNSEL          Peter D. Lowenstein, Esq.
                       Two Sound View Drive, Suite 100
                       Greenwich, CT 06830

DIRECTORS              Jean Bernhard Buttner
                       John W. Chandler
                       Frances T. Newton
                       Francis C. Oakley
                       David H. Porter
                       Paul Craig Roberts
                       Marion N. Ruth
                       Nancy-Beth Sheerr

OFFICERS               Jean Bernhard Buttner
                       CHAIRMAN AND PRESIDENT
                       Alan N. Hoffman
                       VICE PRESIDENT
                       Philip J. Orlando
                       VICE PRESIDENT
                       Stephen E. Grant
                       VICE PRESIDENT
                       David T. Henigson
                       VICE PRESIDENT AND
                       SECRETARY/TREASURER
                       Joseph Van Dyke
                       ASSISTANT SECRETARY/TREASURER
                       Stephen La Rosa
                       ASSISTANT SECRETARY/TREASURER

THE FINANCIAL STATEMENTS INCLUDED HEREIN HAVE BEEN TAKEN FROM THE RECORDS OF THE
FUND WITHOUT EXAMINATION BY THE INDEPENDENT ACCOUNTANTS AND, ACCORDINGLY, THEY
DO NOT EXPRESS AN OPINION THEREON.

THIS UNAUDITED REPORT IS ISSUED FOR INFORMATION OF SHAREHOLDERS. IT IS NOT
AUTHORIZED FOR DISTRIBUTION TO PROSPECTIVE INVESTORS UNLESS PRECEDED OR
ACCOMPANIED BY A CURRENTLY EFFECTIVE PROSPECTUS OF THE FUND (OBTAINABLE FROM THE
DISTRIBUTOR).
                                                                         #522854



THE VALUE LINE FUND, INC.

                                                               TO OUR VALUE LINE
--------------------------------------------------------------------------------

TO OUR SHAREHOLDERS:

Despite the difficult environment for equity investment during the first six
months of 2002 -- especially for investment in large-capitalization growth
stocks -- we are pleased that your Fund narrowly surpassed the first-half return
of the benchmark Standard & Poor's 500 Index (including reinvested dividends).
The actual results are as follows:

                              VALUE LINE       S&P(1)
                                 FUND           500
                             --------------------------
First half, 2002 .........     -12.87%        -13.16%

The market we've encountered over the past several months has been shaped by an
extremely negative psychological overhang, brought about by the unrelenting
juggernaut of unfolding headlines. When the force of the Enron/Andersen
imbroglio began to fade, Tyco International and its chairman were there to draw
the attention. Other big companies, like General Electric and IBM, also fell
under suspicion. Global Crossing joined the parade a little later, and then we
got the news about WorldCom. In other words, the run of corporate malfeasance
disclosures has thoroughly dispirited the marketplace, and enthusiasm is so
difficult to jump-start because investors are terrified that there might be more
shockers waiting in the wings.

This negative psychology is truly a shame, because the U.S. economy has shown
some real recovery from levels almost everyone thought were the makings of a
protracted recession. In terms of GDP growth, manufacturing, productivity, and
several other segments of the economy, significant progress has been made over
the first half of the year. (For more detailed information about our view of the
economy, please read our "Economic Observations" nearby.)

The consumer has been the mainstay of the recent economy, and that's where we
have been getting our best relative returns. Retail spending has remained
vibrant, and we've had good returns from both general merchandise stores and
some of the big-box specialty stores. Also, the weak stock market has prompted
money to flow into the nation's housing stock, which is benefiting both the
building supply sector and the large, nationwide homebuilders.

The market's travails over the past several months make forecasting its future
course difficult, but let's try it. Let us assume that we've seen the end of the
big corporate blowups, and that is definitely an assumption. As these situations
filter out of the market's collective memory into the fall, investment
fundamentals will again capture investors' attentions, especially because
earnings comparisons should improve as we anniversary some weak results back in
2001. Under that scenario, stocks could begin trading higher later this year,
and with interest rates low and inflation under control, it's entirely possible
that 2003 could be a good one for investors.

We thank you for your continued confidence in Value Line, and we look forward to
a more upbeat report on the second half of the year.

                                        Sincerely,


                                        /s/ Jean Bernhard Buttner


                                        Jean Bernhard Buttner
                                        CHAIRMAN AND PRESIDENT
August 5, 2002

--------------------------------------------------------------------------------
(1) THE STANDARD & POOR'S 500 INDEX CONSISTS OF 500 STOCKS WHICH ARE TRADED ON
    THE NEW YORK STOCK EXCHANGE, AMERICAN STOCK EXCHANGE AND THE NASDAQ NATIONAL
    MARKET SYSTEM AND IS REPRESENTATIVE OF THE BROAD STOCK MARKET. THIS IS AN
    UNMANAGED INDEX AND DOES NOT REFLECT CHARGES, EXPENSES OR TAXES, AND IT IS
    NOT POSSIBLE TO DIRECTLY INVEST IN THIS INDEX.


--------------------------------------------------------------------------------
2


                                                       THE VALUE LINE FUND, INC.

FUND SHAREHOLDERS
--------------------------------------------------------------------------------

ECONOMIC OBSERVATIONS

The U.S. economic recovery, which accelerated markedly earlier this year, has
now moved back onto a slower, but, we believe, ultimately sustainable upward
path. Our cautious optimism on the business outlook reflects the ongoing
strength in such key sectors as housing and retailing, and the gradual emergence
of the industrial sector from its deep slump. Also contributing to the likely
sustained business expansion are continued low interest rates. The Federal
Reserve, which put into effect a succession of interest rate cuts last year, now
appears in no hurry to lift borrowing costs, even though economic activity is
firming up. Overall, we expect the economy to expand by some 3% in the second
half of this year and to then proceed at a similar pace in 2003. Our
expectations assume that oil supplies will remain high enough, notwithstanding
the continuing turmoil in the Middle East, and that equity prices will stabilize
sufficiently so that consumers do not rein in their spending to any significant
degree.

Inflation, meantime, remains muted, thanks, in part, to continued stable labor
costs. Adequate supplies of raw materials are also helping to keep the costs of
production low. We caution, though, that as the economy moves further along the
recovery road over the next year or two, some modest increases in pricing
pressures may evolve. Absent a more vigorous business recovery than we now
expect, or a prolonged rise in oil prices, inflation should remain on the modest
side through 2003, and perhaps beyond.

Finally, the Federal Reserve, which, as noted, had been aggressive in reducing
interest rates in order to promote stronger economic activity, has completed its
extended rate reduction cycle. We believe the Fed will now keep interest rates
at current levels until well into 2003.



PERFORMANCE DATA:**

                                         AVERAGE ANNUAL   GROWTH OF AN ASSUMED
                                          TOTAL RETURN    INVESTMENT OF $10,000
                                         --------------   ---------------------
 1 year ended 6/30/02 .................       -18.35%            $ 8,165
 5 years ended 6/30/02 ................        +1.28%            $10,656
10 years ended 6/30/02 ................        +8.87%            $23,382

--------------------------------------------------------------------------------
** THE PERFORMANCE DATA QUOTED REPRESENT PAST PERFORMANCE AND ARE NO GUARANTEE
   OF FUTURE PERFORMANCE. THE AVERAGE ANNUAL TOTAL RETURNS AND GROWTH OF AN
   ASSUMED INVESTMENT OF $10,000 INCLUDE DIVIDENDS REINVESTED AND CAPITAL GAINS
   DISTRIBUTIONS ACCEPTED IN SHARES. THE INVESTMENT RETURN AND PRINCIPAL VALUE
   OF AN INVESTMENT WILL FLUCTUATE SO THAT AN INVESTMENT, WHEN REDEEMED, MAY BE
   WORTH MORE OR LESS THAN ITS ORIGINAL COST.


--------------------------------------------------------------------------------
                                                                               3


THE VALUE LINE FUND, INC.

PORTFOLIO HIGHLIGHTS AT JUNE 30, 2002 (UNAUDITED)
--------------------------------------------------------------------------------

TEN LARGEST HOLDINGS



                                                                 VALUE          PERCENTAGE
ISSUE                                           SHARES      (IN THOUSANDS)     OF NET ASSETS
--------------------------------------------------------------------------------------------
                                                                      
Bed Bath & Beyond Inc. .....................   250,000          $9,435              3.7%
Fifth Third Bancorp ........................   135,000           8,998              3.5
HCA, Inc. ..................................   180,000           8,550              3.4
Kohl's Corp. ...............................   120,000           8,409              3.3
Harley-Davidson, Inc. ......................   150,000           7,690              3.0
Citigroup, Inc. ............................   150,000           5,813              2.3
Lowe's Companies, Inc. .....................   120,000           5,448              2.1
State Street Corp. .........................   120,000           5,364              2.1
Pfizer, Inc. ...............................   150,000           5,250              2.1
Amgen Inc. .................................   125,000           5,235              2.1


FIVE LARGEST INDUSTRY CATEGORIES



                                                                 VALUE          PERCENTAGE
INDUSTRY                                                    (IN THOUSANDS)     OF NET ASSETS
--------------------------------------------------------------------------------------------
                                                                         
Financial Services - Diversified .......................        $25,231             10.0%
Medical Services .......................................         23,518              9.3
Retail Store ...........................................         18,149              7.1
Retail - Special Lines .................................         17,561              6.9
Computer Software & Services ...........................         16,024              6.3


FIVE LARGEST NET SECURITY PURCHASES*



                                                                                   COST
ISSUE                                                                         (IN THOUSANDS)
--------------------------------------------------------------------------------------------
                                                                           
Whirlpool Corp. ..........................................................        $2,691
Electronic Arts Inc. .....................................................         2,411
Polycom, Inc. ............................................................         2,361
Ann Taylor Stores Corp. ..................................................         2,346
Best Buy Co., Inc. .......................................................         2,345


FIVE LARGEST NET SECURITY SALES*



                                                                                 PROCEEDS
ISSUE                                                                         (IN THOUSANDS)
--------------------------------------------------------------------------------------------
                                                                           
International Business Machines Corp. ....................................        $5,558
AOL Time Warner, Inc. ....................................................         4,388
American International Group, Inc. .......................................         3,579
Omnicom Group, Inc. ......................................................         3,532
Kohl's Corp. .............................................................         3,300


* FOR THE SIX MONTH PERIOD ENDED 6/30/02
--------------------------------------------------------------------------------
4



                                                       THE VALUE LINE FUND, INC.

SCHEDULE OF INVESTMENTS (UNAUDITED)                                JUNE 30, 2002
--------------------------------------------------------------------------------

                                                                     VALUE
SHARES                                                           (IN THOUSANDS)
-------------------------------------------------------------------------------
COMMON STOCKS (97.2%)
           ADVERTISING (2.0%)
110,000    Omnicom Group, Inc. ...................................  $ 5,038

           AEROSPACE/DEFENSE (2.9%)
 35,000    General Dynamics Corp. ................................    3,722
 28,100    L-3 Communications
            Holdings, Inc.* ......................................    1,517
 50,000    Raytheon Co. ..........................................    2,038
                                                                    -------
                                                                      7,277
           BANK (4.4%)
 45,800    BB&T Corp. ............................................    1,768
120,000    State Street Corp. ....................................    5,364
 75,000    Zions Bancorporation ..................................    3,907
                                                                    -------
                                                                     11,039
           BANK -- MIDWEST (4.7%)
135,000    Fifth Third Bancorp ...................................    8,998
120,000    U.S. Bancorp ..........................................    2,802
                                                                    -------
                                                                     11,800
           BEVERAGE -- SOFT
            DRINK (0.9%)
 45,000    PepsiCo, Inc. .........................................    2,169

           BIOTECHNOLOGY (2.9%)
125,000    Amgen Inc.* ...........................................    5,235
 90,000    Immunex Corp.* ........................................    2,011
                                                                    -------
                                                                      7,246
           CHEMICAL --
            SPECIALTY (1.4%)
110,000    International Flavors &
            Fragrances, Inc. .....................................    3,574

           COMPUTER &
            PERIPHERALS (1.1%)
100,000    Adaptec, Inc.* ........................................      789
 80,000    Dell Computer Corp.* ..................................    2,091
                                                                    -------
                                                                      2,880

                                                                     VALUE
SHARES                                                           (IN THOUSANDS)
-------------------------------------------------------------------------------
           COMPUTER SOFTWARE &
            SERVICES (6.3%)
 75,000    Adobe Systems, Inc. ...................................  $ 2,138
112,500    Fiserv, Inc.* .........................................    4,130
 70,000    Microsoft Corp.* ......................................    3,829
160,000    Network Associates, Inc.* .............................    3,083
 60,000    Paychex, Inc. .........................................    1,877
 65,000    Peoplesoft, Inc.* .....................................      967
                                                                    -------
                                                                     16,024
           DRUG (3.2%)
 51,800    Biovail Corp.* ........................................    1,500
 55,000    MedImmune, Inc.* ......................................    1,452
150,000    Pfizer, Inc. ..........................................    5,250
                                                                    -------
                                                                      8,202
           EDUCATIONAL
            SERVICES (1.2%)
 73,800    Education Management Corp.* ...........................    3,006

           ELECTRICAL
            EQUIPMENT (1.7%)
150,000    General Electric Co. ..................................    4,358

           ENTERTAINMENT
            TECHNOLOGY (1.0%)
 40,000    Electronic Arts Inc.* .................................    2,642

           FINANCIAL SERVICES --
            DIVERSIFIED (10.0%)
 75,000    American International
            Group, Inc. ..........................................    5,117
 40,000    Capital One Financial Corp. ...........................    2,442
150,000    Citigroup, Inc. .......................................    5,813
 40,000    Federal Home Loan
            Mortgage Corp. .......................................    2,448
 35,000    Federal National
            Mortgage Association .................................    2,581
 40,000    Hartford Financial Services
            Group, Inc. (The) ....................................    2,379
 35,000    Household International, Inc. .........................    1,739
 40,000    MGIC Investment Corp. .................................    2,712
                                                                    -------
                                                                     25,231


--------------------------------------------------------------------------------
                                                                               5


THE VALUE LINE FUND, INC.

SCHEDULE OF INVESTMENTS (UNAUDITED)
--------------------------------------------------------------------------------

                                                                     VALUE
SHARES                                                           (IN THOUSANDS)
-------------------------------------------------------------------------------
           FOOD WHOLESALERS (1.2%)
130,000    Supervalu, Inc. .......................................  $ 3,189

           FURNITURE/HOME
            FURNISHINGS (0.4%)
 15,491    Mohawk Industries, Inc.* ..............................      953

           GROCERY (1.3%)
115,000    Safeway Inc.* .........................................    3,357

           HOME APPLIANCE (1.0%)
 40,000    Whirlpool Corp. .......................................    2,614

           HOMEBUILDING (1.6%)
 80,000    KB Home ...............................................    4,121

           HOUSEHOLD
            PRODUCTS (0.9%)
 45,000    Colgate-Palmolive Co. .................................    2,252

           INSURANCE -- LIFE (0.9%)
 90,000    UnumProvident Corp. ...................................    2,291

           MEDICAL SERVICES (9.3%)
180,000    HCA, Inc. .............................................    8,550
100,000    Healthsouth Corp.* ....................................    1,279
 70,600    Laboratory Corp. of America
            Holdings* ............................................    3,223
 85,000    Oxford Health Plans, Inc.* ............................    3,949
 50,000    Tenet Healthcare Corp.* ...............................    3,577
 60,000    Universal Health Services, Inc.* ......................    2,940
                                                                    -------
                                                                     23,518
           MEDICAL SUPPLIES (6.1%)
 93,000    Biomet, Inc. ..........................................    2,522
 41,250    Cardinal Health, Inc. .................................    2,533
 70,500    Fisher Scientific
            International, Inc.* .................................    1,974
 80,000    Johnson & Johnson .....................................    4,181
100,000    Medtronic, Inc. .......................................    4,285
                                                                    -------
                                                                     15,495

                                                                     VALUE
SHARES                                                           (IN THOUSANDS)
-------------------------------------------------------------------------------
           OFFICE EQUIPMENT &
            SUPPLIES (1.0%)
125,000    Staples, Inc.* ........................................  $ 2,463

           OILFIELD SERVICES/
            EQUIPMENT (2.3%)
 90,000    BJ Services Co.* ......................................    3,049
 75,000    Noble Corporation* ....................................    2,895
                                                                    -------
                                                                      5,944
           RAILROAD (0.7%)
 75,000    Norfolk Southern Corp. ................................    1,754

           RECREATION (3.9%)
150,000    Harley-Davidson, Inc. .................................    7,690
100,000    Mattel, Inc. ..........................................    2,108
                                                                    -------
                                                                      9,798
           RESTAURANT (1.0%)
 75,000    Cheesecake Factory,
            Incorporated (The)* ..................................    2,661

           RETAIL BUILDING
            SUPPLY (3.2%)
 75,000    Home Depot, Inc. (The) ................................    2,755
120,000    Lowe's Companies, Inc. ................................    5,448
                                                                    -------
                                                                      8,203
           RETAIL -- SPECIAL
            LINES (6.9%)
125,000    Abercrombie & Fitch Co.
            Class "A"* ...........................................    3,015
 60,000    American Eagle Outfitters, Inc.* ......................    1,268
 82,500    AnnTaylor Stores Corp.* ...............................    2,095
250,000    Bed Bath & Beyond Inc.* ...............................    9,435
 45,000    Best Buy Co., Inc.* ...................................    1,633
  3,500    Linens 'n Things, Inc.* ...............................      115
                                                                    -------
                                                                     17,561


--------------------------------------------------------------------------------
6


                                                       THE VALUE LINE FUND, INC.

                                                                   JUNE 30, 2002
--------------------------------------------------------------------------------

                                                                     VALUE
SHARES                                                           (IN THOUSANDS)
-------------------------------------------------------------------------------
           RETAIL STORE (7.1%)
124,000    Costco Wholesale Corp.* ...........................     $  4,789
120,000    Kohl's Corp.* .....................................        8,409
 90,000    Wal-Mart Stores, Inc. .............................        4,951
                                                                   --------
                                                                     18,149
           SEMICONDUCTOR (0.7%)
 75,000    Texas Instruments, Inc. ...........................        1,778

           TELECOMMUNICATIONS
            EQUIPMENT (1.5%)
 80,000    Polycom, Inc.* ....................................          959
100,000    QUALCOMM Incorporated* ............................        2,749
                                                                   --------
                                                                      3,708
           TELECOMMUNICATION
            SERVICES (0.3%)
 12,900    Telephone & Data Systems, Inc. ....................          781

           THRIFT (1.1%)
 75,000    Washington Mutual, Inc. ...........................        2,783

           TOBACCO (0.9%)
 51,500    Philip Morris Companies, Inc. .....................        2,250

           TRUCKING/TRANSPORTATION
            LEASING (0.2%)
 19,500    Hunt (J.B.) Transport
            Services, Inc.* ...................................         576
                                                                   --------
           TOTAL COMMON STOCKS
            AND TOTAL INVESTMENT
            SECURITIES (97.2%)
            (COST $186,836,000) ...............................     246,685
                                                                   --------

                                                                    VALUE
   PRINCIPAL                                                    (IN THOUSANDS
    AMOUNT                                                     EXCEPT PER SHARE
(IN THOUSANDS)                                                      AMOUNT)
-------------------------------------------------------------------------------
REPURCHASE AGREEMENT (2.8%)
(INCLUDING ACCRUED INTEREST)
   $7,000     Collateralized by $6,090,000
                U.S. Treasury Notes
                10.375%, due 11/15/09,
                with a value of
                $7,140,000 (with State
                Street Bank and Trust
                Company, 1.83%,
                dated 6/28/02,
                due 7/1/02, delivery
                value $7,001,067) .............................    $  7,001

CASH AND OTHER ASSETS
LESS LIABILITIES (0.0%) .......................................          32
                                                                   --------
NET ASSETS (100.0%) ...........................................    $253,718
                                                                   ========
NET ASSET VALUE, OFFERING
AND REDEMPTION PRICE
PER OUTSTANDING SHARE
($253,718,056 divided by 15,750,214
SHARES OF CAPITAL STOCK OUTSTANDING) ..........................    $  16.11
                                                                   ========

* NON-INCOME PRODUCING


SEE NOTES TO FINANCIAL STATEMENTS.
--------------------------------------------------------------------------------
                                                                               7


THE VALUE LINE FUND, INC.

STATEMENT OF ASSETS AND LIABILITIES
AT JUNE 30, 2002 (UNAUDITED)
--------------------------------------------------------------------------------

                                                       (IN THOUSANDS
                                                      EXCEPT PER SHARE
                                                          AMOUNT)
                                                      ----------------
ASSETS:
Investment securities, at value
   (Cost - $186,836) ..................................    $246,685
Repurchase agreement
   (Cost - $7,001).....................................       7,001
Cash ..................................................          83
Receivable for capital shares sold ....................         967
Dividends receivable ..................................         193
Prepaid insurance expense .............................          11
                                                           --------
  TOTAL ASSETS ........................................     254,940
                                                           --------
LIABILITIES:
Payable for capital shares repurchased ................         969
Accrued expenses:
 Advisory fee .........................................         145
  Service and distribution plan
     fees payable .....................................          54
  Other ...............................................          54
                                                           --------
  TOTAL LIABILITIES ...................................       1,222
                                                           --------
NET ASSETS ............................................    $253,718
                                                           ========
NET ASSETS CONSIST OF:
Capital stock, at $1.00 par value
   (authorized 50,000,000, outstanding
   15,750,214 shares) .................................    $ 15,750
Additional paid-in capital ............................     163,508
Accumulated net investment loss .......................        (566)
Undistributed net realized gain
   on investments .....................................      15,177
Net unrealized appreciation of
   investments ........................................      59,849
                                                           --------
NET ASSETS ............................................    $253,718
                                                           ========
NET ASSET VALUE, OFFERING AND
   REDEMPTION PRICE PER
   OUTSTANDING SHARE
   ($253,718,056 divided by 15,750,214
   SHARES OUTSTANDING) ................................    $  16.11
                                                           ========

STATEMENT OF OPERATIONS FOR THE
SIX MONTHS ENDED JUNE 30, 2002 (UNAUDITED)
--------------------------------------------------------------------------------

                                                       (IN THOUSANDS)
                                                       --------------

INVESTMENT INCOME:
Dividends ............................................    $    909
Interest .............................................          76
                                                          --------
  Total Income .......................................         985
                                                          --------
EXPENSES:
Advisory fee .........................................         956
Service and distribution plan fees ...................         358
Transfer agent fees ..................................          69
Trading service expense ..............................          46
Auditing and legal fees ..............................          25
Custodian fees .......................................          21
Postage ..............................................          19
Printing .............................................          15
Registration and filing fees .........................          14
Directors' fees and expenses .........................          11
Telephone ............................................          10
Insurance, dues and other ............................           8
                                                          --------
     Total Expenses before
        Custody Credits ..............................       1,552
     Less: Custody Credits ...........................          (1)
                                                          --------
     Net Expenses ....................................       1,551
                                                          --------
NET INVESTMENT LOSS ..................................        (566)
                                                          --------
NET REALIZED AND UNREALIZED GAIN
   (LOSS) ON INVESTMENTS:
     Net Realized Gain ...............................      13,413
     Change in Net Unrealized
        Appreciation .................................     (50,940)
                                                          --------
NET REALIZED GAIN AND CHANGE
   IN NET UNREALIZED APPRECIATION
   ON INVESTMENTS ....................................     (37,527)
                                                          --------
NET DECREASE IN NET ASSETS FROM
   OPERATIONS ........................................    $(38,093)
                                                          ========


SEE NOTES TO FINANCIAL STATEMENTS.
--------------------------------------------------------------------------------
8


                                                       THE VALUE LINE FUND, INC.

STATEMENT OF CHANGES IN NET ASSETS FOR THE
SIX MONTHS ENDED JUNE 30, 2002 (UNAUDITED) AND FOR THE YEAR ENDED DECEMBER 31,
2001
--------------------------------------------------------------------------------



                                                                          SIX MONTHS
                                                                             ENDED        YEAR ENDED
                                                                         JUNE 30, 2002   DECEMBER 31,
                                                                          (UNAUDITED)       2001
                                                                         ----------------------------
                                                                                (IN THOUSANDS)
                                                                                      
OPERATIONS:
 Net investment loss .............................................        $    (566)        $    (610)
 Net realized gain on investments ................................           13,413             3,884
 Change in net unrealized appreciation ...........................          (50,940)          (53,876)
                                                                         ----------------------------
 Net decrease in net assets from operations ......................          (38,093)          (50,602)
                                                                         ----------------------------
DISTRIBUTIONS TO SHAREHOLDERS:
 Net realized gain from investment transactions ..................               --            (2,268)
                                                                         ----------------------------
CAPITAL SHARE TRANSACTIONS:
 Proceeds from sale of shares ....................................           76,951           228,089
 Proceeds from reinvestment of distributions to shareholders .....               --             2,141
 Cost of shares repurchased ......................................          (88,174)         (260,732)
                                                                         ----------------------------
 Decrease from capital share transactions ........................          (11,223)          (30,502)
                                                                         ----------------------------
TOTAL DECREASE IN NET ASSETS .....................................          (49,316)          (83,372)
NET ASSETS:
 Beginning of period .............................................          303,034           386,406
                                                                         ----------------------------
 End of period ...................................................        $ 253,718         $ 303,034
                                                                         ============================
ACCUMULATED NET INVESTMENT LOSS, END OF PERIOD ...................        $    (566)        $      --
                                                                         ============================



SEE NOTES TO FINANCIAL STATEMENTS.
--------------------------------------------------------------------------------
                                                                               9


THE VALUE LINE FUND, INC.

NOTES TO FINANCIAL STATEMENTS (UNAUDITED)
--------------------------------------------------------------------------------

1. SIGNIFICANT ACCOUNTING POLICIES

The Fund is registered under the Investment Company Act of 1940, as amended, as
a diversified, open-end management investment company whose primary investment
objective is long-term growth of capital.

The preparation of financial statements in conformity with generally accepted
accounting principles requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosure of
contingent assets and liabilities at the date of the financial statements and
the reported amounts of revenues and expenses during the reporting period.
Actual results could differ from those estimates. The following is a summary of
significant accounting policies consistently followed by the Fund in the
preparation of its financial statements.

(A) SECURITY VALUATION. Securities listed on a securities exchange and
over-the-counter securities traded on the NASDAQ national market are valued at
the closing sales prices on the date as of which the net asset value is being
determined. In the absence of closing sales prices for such securities and for
securities traded in the over-the-counter market, the security is valued at the
midpoint between the latest available and representative asked and bid prices.
Securities for which market quotations are not readily available or that are not
readily marketable and all other assets of the Fund are valued at fair value as
the Board of Directors may determine in good faith. Short-term instruments with
maturities of 60 days or less at the date of purchase are valued at amortized
cost, which approximates market value. Short-term instruments with maturities
greater than 60 days at the date of purchase are valued at the midpoint between
the latest available and representative asked and bid prices, and commencing 60
days prior to maturity such securities are valued at amortized cost.

(B) REPURCHASE AGREEMENTS. In connection with transactions in repurchase
agreements, the Fund's custodian takes possession of the underlying collateral
securities, the value of which exceeds the principal amount of the repurchase
transaction, including accrued interest. To the extent that any repurchase
transaction exceeds one business day, the value of the collateral is
marked-to-market on a daily basis to ensure the adequacy of the collateral. In
the event of default of the obligation to repurchase, the Fund has the right to
liquidate the collateral and apply the proceeds in satisfaction of the
obligation. Under certain circumstances, in the event of default or bankruptcy
by the other party to the agreement, realization and/or retention of the
collateral or proceeds may be subject to legal proceedings.

(C) FEDERAL INCOME TAXES. It is the Fund's policy to comply with the
requirements of the Internal Revenue Code applicable to regulated investment
companies, including the distribution requirements of the Tax Reform Act of
1986, and to distribute all of its taxable income to its shareholders.
Therefore, no federal income tax or excise tax provision is required.

(D) SECURITY TRANSACTIONS AND DISTRIBUTIONS. Security transactions are accounted
for on the date the securities are purchased or sold. Interest income is accrued
as earned. Realized gains and losses on sales of securities are calculated for
financial accounting and federal income tax purposes on the identified cost
basis. Dividend income and distributions to shareholders are recorded on the
ex-dividend date. Distributions are determined in accordance with income tax
regulations which may differ from generally accepted accounting principles.


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                                                       THE VALUE LINE FUND, INC.

                                                                   JUNE 30, 2002
--------------------------------------------------------------------------------

2. CAPITAL SHARE TRANSACTIONS, DIVIDENDS AND
   DISTRIBUTIONS TO SHAREHOLDERS

Transactions in capital stock were as follows (IN THOUSANDS EXCEPT PER SHARE
AMOUNTS):

                                          SIX MONTHS       YEAR
                                            ENDED          ENDED
                                        JUNE 30, 2002   DECEMBER 31,
                                         (UNAUDITED)        2001
                                        ----------------------------
Shares sold ........................         4,238         12,093
Shares issued to
   shareholders in
   reinvestment of
   dividends and
   distributions ...................            --            117
                                         ------------------------
                                             4,238         12,210
Shares repurchased .................         4,878         13,898
                                         ------------------------
Net decrease .......................          (640)        (1,688)
                                         ========================
Distributions per share
   from net realized gains .........      $     --       $  .1387
                                         ========================

3. PURCHASES AND SALES OF SECURITIES

Purchases and sales of investment securities, excluding short-term securities,
were as follows:

                                                     SIX MONTHS
                                                        ENDED
                                                    JUNE 30, 2002
                                                     (UNAUDITED)
                                                   --------------
                                                   (IN THOUSANDS)
PURCHASES:
Investment Securities .............................    $29,215
                                                       =======
SALES:
Investment Securities .............................    $40,475
                                                       =======

4. INCOME TAXES

At June 30, 2002, information on the tax components of capital is as follows:

                                                     (UNAUDITED)
                                                   (IN THOUSANDS)
                                                   --------------
Cost of investment for tax purposes ..............    $193,595
                                                      ========
Gross tax unrealized appreciation ................    $ 71,054
Gross tax unrealized depreciation ................     (11,448)
                                                      --------
Net tax unrealized appreciation
   on investments ................................    $ 59,606
                                                      ========


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THE VALUE LINE FUND, INC.

NOTES TO FINANCIAL STATEMENTS (UNAUDITED)
--------------------------------------------------------------------------------

5. INVESTMENT ADVISORY CONTRACT, MANAGEMENT FEES
   AND TRANSACTIONS WITH AFFILIATES

An advisory fee of $956,000 was paid or payable to Value Line, Inc., the Fund's
investment adviser (the "Adviser"), for the six months ended June 30, 2002. This
was computed at the rate of .70% of the first $100 million of the Fund's average
daily net assets plus .65% on the excess thereof, and paid monthly. The Adviser
provides research, investment programs, supervision of the investment portfolio
and pays costs of administrative services, office space, equipment and
compensation of administrative, bookkeeping and clerical personnel necessary for
managing the affairs of the Fund. The Adviser also provides persons,
satisfactory to the Fund's Board of Directors, to act as officers and employees
of the Fund and pays their salaries and wages. The Fund bears all other costs
and expenses.

The Fund has a Service and Distribution Plan (the "Plan"), adopted pursuant to
Rule 12b-1 under the Investment Company Act of 1940, for the payment of certain
expenses incurred by Value Line Securities, Inc. (the "Distributor"), a
wholly-owned subsidiary of the Adviser, in advertising, marketing and
distributing the Fund's shares and for servicing the Fund's shareholders at an
annual rate of 0.25% of the Fund's average daily net assets. For the six months
ended June 30, 2002, fees amounting to $358,000 were paid or payable to the
Distributor under this Plan. For the six months ended June 30, 2002, the Fund
also reimbursed the Distributor $46,000 for trading services it performed on
behalf of the Fund.

Certain officers and directors of the Adviser and its wholly owned subsidiary,
Value Line Securities, Inc. (the Fund's distributor and a registered
broker/dealer), are also officers and directors of the Fund.

For the six months ended June 30, 2002, the Fund's expenses were reduced by $905
under a custody credit arrangement with the Custodian.

The Adviser and/or affiliated companies and the Value Line, Inc. Profit Sharing
and Savings Plan owned 507,992 shares of the Fund's capital stock, representing
3.2% of the outstanding shares at June 30, 2002. In addition, certain officers
and directors of the Fund owned 175,738 shares of the Fund, representing 1.1% of
the outstanding shares.


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                                                       THE VALUE LINE FUND, INC.

FINANCIAL HIGHLIGHTS
--------------------------------------------------------------------------------

SELECTED DATA FOR A SHARE OF CAPITAL STOCK OUTSTANDING THROUGHOUT EACH PERIOD:



                                     SIX MONTHS
                                        ENDED                                  YEARS ENDED DECEMBER 31,
                                    JUNE 30, 2002    ------------------------------------------------------------------------
                                     (UNAUDITED)         2001            2000            1999            1998         1997
                                    -----------------------------------------------------------------------------------------
                                                                                                  
NET ASSET VALUE, BEGINNING
 OF PERIOD ........................   $  18.49         $  21.37        $  26.25        $  22.65        $  19.29     $  19.29
                                    -----------------------------------------------------------------------------------------
 INCOME (LOSS) FROM
  INVESTMENT OPERATIONS:
  Net investment (loss)
    income ........................       (.04)            (.04)           (.07)           (.02)            .03          .14
  Net gains or losses on
    securities (both realized
    and unrealized) ...............      (2.34)           (2.70)          (3.95)           5.98            3.85         3.79
                                    -----------------------------------------------------------------------------------------
  Total from investment
    operations ....................      (2.38)           (2.74)          (4.02)           5.96            3.88         3.93
                                    -----------------------------------------------------------------------------------------
 LESS DISTRIBUTIONS:
  Dividends from net
    investment income .............         --               --              --              --            (.03)        (.14)
  Distributions from net
    realized gains ................         --             (.14)           (.86)          (2.36)           (.49)       (3.79)
                                    -----------------------------------------------------------------------------------------
  Total distributions .............         --             (.14)           (.86)          (2.36)           (.52)       (3.93)
                                    -----------------------------------------------------------------------------------------
NET ASSET VALUE, END OF PERIOD ....   $  16.11         $  18.49        $  21.37        $  26.25        $  22.65     $  19.29
                                    =========================================================================================
TOTAL RETURN ......................     -12.87%+         -12.82%         -15.35%          26.74%          20.25%       21.59%
                                    =========================================================================================
RATIOS/SUPPLEMENTAL DATA:
Net assets, end of period
 (in thousands) ...................   $253,718         $303,034        $386,406        $495,465        $418,439     $382,431
Ratio of expenses to average
 net assets .......................       1.08%*(1)        1.04%(1)         .89%(1)         .76%(1)         .77%         .78%
Ratio of net investment (loss)
 income to average net assets .....      (0.40)%*          (.18)%          (.27)%          (.09)%           .16%         .63%
Portfolio turnover rate ...........         10%+             45%             17%             36%             98%          68%


(1) RATIOS REFLECT EXPENSES GROSSED UP FOR CUSTODY CREDIT ARRANGEMENT. THE RATIO
    OF EXPENSES TO AVERAGE NET ASSETS NET OF CUSTODY CREDITS WOULD HAVE BEEN
    1.03% FOR THE YEAR ENDED DECEMBER 31, 2001 AND UNCHANGED FOR THE YEARS ENDED
    DECEMBER 31, 2000 AND DECEMBER 31, 1999.
 *  ANNUALIZED.
 +  NOT ANNUALIZED


SEE NOTES TO FINANCIAL STATEMENTS.
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THE VALUE LINE FUND, INC.

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THE VALUE LINE FUND, INC.

                         THE VALUE LINE FAMILY OF FUNDS
--------------------------------------------------------------------------------

1950 -- THE VALUE LINE FUND seeks long-term growth of capital. Current income is
a secondary objective.

1952 -- VALUE LINE INCOME AND GROWTH FUND'S primary investment objective is
income, as high and dependable as is consistent with reasonable risk. Capital
growth to increase total return is a secondary objective.

1956 -- THE VALUE LINE SPECIAL SITUATIONS FUND seeks long-term growth of
capital. No consideration is given to current income in the choice of
investments.

1972 -- VALUE LINE LEVERAGED GROWTH INVESTORS' sole investment objective is to
realize capital growth.

1979 -- THE VALUE LINE CASH FUND, a money market fund, seeks to secure as high a
level of current income as is consistent with maintaining liquidity and
preserving capital. An investment in the Fund is not insured or guaranteed by
the Federal Deposit Insurance Corporation or any other government agency.
Although the Fund seeks to preserve the value of your investment at $1.00 per
share, it is possible to lose money by investing in the Fund.

1981 -- VALUE LINE U.S. GOVERNMENT SECURITIES FUND seeks maximum income without
undue risk to capital. Under normal conditions, at least 80% of the value of its
net assets will be invested in securities issued or guaranteed by the U.S.
Government and its agencies and instrumentalities.

1983 -- VALUE LINE CENTURION FUND* seeks long-term growth of capital.

1984 -- THE VALUE LINE TAX EXEMPT FUND seeks to provide investors with the
maximum income exempt from federal income taxes while avoiding undue risk to
principal. The Fund offers investors a choice of two portfolios: The Money
Market Portfolio and The National Bond Portfolio.

The Fund may be subject to state and local taxes and the Alternative Minimum tax
(if applicable).

1985 -- VALUE LINE CONVERTIBLE FUND seeks high current income together with
capital appreciation primarily from convertible securities ranked 1 or 2 for
year-ahead performance by the Value Line Convertible Ranking System.

1986 -- VALUE LINE AGGRESSIVE INCOME TRUST seeks to maximize current income.

1987 -- VALUE LINE NEW YORK TAX EXEMPT TRUST seeks to provide New York taxpayers
with the maximum income exempt from New York State, New York City and federal
income taxes while avoiding undue risk to principal. The Trust may be subject to
state and local taxes and the Alternative Minimum Tax (if applicable).

1987 -- VALUE LINE STRATEGIC ASSET MANAGEMENT TRUST* seeks to achieve a high
total investment return consistent with reasonable risk.

1993 -- VALUE LINE EMERGING OPPORTUNITIES FUND invests primarily in common
stocks or securities convertible into common stock, with its primary objective
being long-term growth of capital.

1993 -- VALUE LINE ASSET ALLOCATION FUND seeks high total investment return,
consistent with reasonable risk. The Fund invests in stocks, bonds and money
market instruments utilizing quantitative modeling to determine the asset mix.

1995 -- VALUE LINE U.S. MULTINATIONAL COMPANY FUND'S investment objective is
maximum total return. It invests primarily in securities of U.S. companies that
have significant sales from international operations.

* ONLY AVAILABLE THROUGH THE PURCHASE OF GUARDIAN INVESTOR, A TAX DEFERRED
  VARIABLE ANNUITY, OR VALUEPLUS, A VARIABLE LIFE INSURANCE POLICY.

FOR MORE COMPLETE INFORMATION ABOUT ANY OF THE VALUE LINE FUNDS, INCLUDING
CHARGES AND EXPENSES, SEND FOR A PROSPECTUS FROM VALUE LINE SECURITIES, INC.,
220 EAST 42ND STREET, NEW YORK, NEW YORK 10017-5891 OR CALL 1-800-223-0818, 24
HOURS A DAY, 7 DAYS A WEEK, OR VISIT US AT WWW.VALUELINE.COM. READ THE
PROSPECTUS CAREFULLY BEFORE YOU INVEST OR SEND MONEY.


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